cahya commited on
Commit
fcbce2b
1 Parent(s): 73f1f56

Training in progress, step 500

Browse files
.gitignore ADDED
@@ -0,0 +1 @@
 
1
+ checkpoint-*/
.idea/.gitignore ADDED
File without changes
.idea/inspectionProfiles/profiles_settings.xml ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
1
+ <component name="InspectionProjectProfileManager">
2
+ <settings>
3
+ <option name="USE_PROJECT_PROFILE" value="false" />
4
+ <version value="1.0" />
5
+ </settings>
6
+ </component>
.idea/misc.xml ADDED
@@ -0,0 +1,4 @@
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <project version="4">
3
+ <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8" project-jdk-type="Python SDK" />
4
+ </project>
.idea/modules.xml ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <project version="4">
3
+ <component name="ProjectModuleManager">
4
+ <modules>
5
+ <module fileurl="file://$PROJECT_DIR$/.idea/wav2vec2-base-turkish.iml" filepath="$PROJECT_DIR$/.idea/wav2vec2-base-turkish.iml" />
6
+ </modules>
7
+ </component>
8
+ </project>
.idea/vcs.xml ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <project version="4">
3
+ <component name="VcsDirectoryMappings">
4
+ <mapping directory="$PROJECT_DIR$" vcs="Git" />
5
+ <mapping directory="$PROJECT_DIR$/output" vcs="Git" />
6
+ <mapping directory="$PROJECT_DIR$/wav2vec2-base-turkish" vcs="Git" />
7
+ </component>
8
+ </project>
.idea/wav2vec2-base-turkish.iml ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <module type="PYTHON_MODULE" version="4">
3
+ <component name="NewModuleRootManager">
4
+ <content url="file://$MODULE_DIR$" />
5
+ <orderEntry type="jdk" jdkName="Python 3.8" jdkType="Python SDK" />
6
+ <orderEntry type="sourceFolder" forTests="false" />
7
+ </component>
8
+ <component name="PyDocumentationSettings">
9
+ <option name="format" value="PLAIN" />
10
+ <option name="myDocStringFormat" value="Plain" />
11
+ </component>
12
+ </module>
.idea/workspace.xml ADDED
@@ -0,0 +1,234 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8"?>
2
+ <project version="4">
3
+ <component name="AutoImportSettings">
4
+ <option name="autoReloadType" value="SELECTIVE" />
5
+ </component>
6
+ <component name="ChangeListManager">
7
+ <list default="true" id="c9169370-1a11-41d7-9648-02694630edd2" name="Changes" comment="">
8
+ <change beforePath="$PROJECT_DIR$/README.md" beforeDir="false" afterPath="$PROJECT_DIR$/README.md" afterDir="false" />
9
+ <change beforePath="$PROJECT_DIR$/wav2vec2-base-turkish/preprocessor_config.json" beforeDir="false" afterPath="$PROJECT_DIR$/wav2vec2-base-turkish/preprocessor_config.json" afterDir="false" />
10
+ <change beforePath="$PROJECT_DIR$/wav2vec2-base-turkish/special_tokens_map.json" beforeDir="false" afterPath="$PROJECT_DIR$/wav2vec2-base-turkish/special_tokens_map.json" afterDir="false" />
11
+ <change beforePath="$PROJECT_DIR$/wav2vec2-base-turkish/tokenizer_config.json" beforeDir="false" afterPath="$PROJECT_DIR$/wav2vec2-base-turkish/tokenizer_config.json" afterDir="false" />
12
+ </list>
13
+ <option name="SHOW_DIALOG" value="false" />
14
+ <option name="HIGHLIGHT_CONFLICTS" value="true" />
15
+ <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
16
+ <option name="LAST_RESOLUTION" value="IGNORE" />
17
+ </component>
18
+ <component name="FileTemplateManagerImpl">
19
+ <option name="RECENT_TEMPLATES">
20
+ <list>
21
+ <option value="Python Script" />
22
+ </list>
23
+ </option>
24
+ </component>
25
+ <component name="Git.Settings">
26
+ <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
27
+ </component>
28
+ <component name="MarkdownSettingsMigration">
29
+ <option name="stateVersion" value="1" />
30
+ </component>
31
+ <component name="ProjectId" id="24KJYqb7IjKGUSNqPXUOjBSp5gx" />
32
+ <component name="ProjectLevelVcsManager" settingsEditedManually="true" />
33
+ <component name="ProjectViewState">
34
+ <option name="hideEmptyMiddlePackages" value="true" />
35
+ <option name="showLibraryContents" value="true" />
36
+ </component>
37
+ <component name="PropertiesComponent">
38
+ <property name="RunOnceActivity.OpenProjectViewOnStart" value="true" />
39
+ <property name="RunOnceActivity.ShowReadmeOnStart" value="true" />
40
+ <property name="WebServerToolWindowFactoryState" value="false" />
41
+ <property name="last_opened_file_path" value="$PROJECT_DIR$/../wav2vec2-base-turkish-artificial-cv" />
42
+ <property name="node.js.detected.package.eslint" value="true" />
43
+ <property name="node.js.detected.package.tslint" value="true" />
44
+ <property name="node.js.selected.package.eslint" value="(autodetect)" />
45
+ <property name="node.js.selected.package.tslint" value="(autodetect)" />
46
+ <property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
47
+ </component>
48
+ <component name="RecentsManager">
49
+ <key name="CopyFile.RECENT_KEYS">
50
+ <recent name="$PROJECT_DIR$/language_model" />
51
+ </key>
52
+ </component>
53
+ <component name="RunManager" selected="Python.eval">
54
+ <configuration name="eval" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
55
+ <module name="wav2vec2-base-turkish" />
56
+ <option name="INTERPRETER_OPTIONS" value="" />
57
+ <option name="PARENT_ENVS" value="true" />
58
+ <envs>
59
+ <env name="PYTHONUNBUFFERED" value="1" />
60
+ </envs>
61
+ <option name="SDK_HOME" value="" />
62
+ <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
63
+ <option name="IS_MODULE_SDK" value="true" />
64
+ <option name="ADD_CONTENT_ROOTS" value="true" />
65
+ <option name="ADD_SOURCE_ROOTS" value="true" />
66
+ <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
67
+ <option name="SCRIPT_NAME" value="$PROJECT_DIR$/eval.py" />
68
+ <option name="PARAMETERS" value="--model_id cahya/wav2vec2-base-turkish --dataset ./dataset/common_voice --config tr --data_dir /mnt/mldata/data/ASR/turkish/cv-corpus-6.1-2020-12-11 --split test --log_outputs" />
69
+ <option name="SHOW_COMMAND_LINE" value="false" />
70
+ <option name="EMULATE_TERMINAL" value="false" />
71
+ <option name="MODULE_MODE" value="false" />
72
+ <option name="REDIRECT_INPUT" value="false" />
73
+ <option name="INPUT_FILE" value="" />
74
+ <method v="2" />
75
+ </configuration>
76
+ <configuration name="ngram" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
77
+ <module name="wav2vec2-base-turkish" />
78
+ <option name="INTERPRETER_OPTIONS" value="" />
79
+ <option name="PARENT_ENVS" value="true" />
80
+ <envs>
81
+ <env name="PYTHONUNBUFFERED" value="1" />
82
+ </envs>
83
+ <option name="SDK_HOME" value="" />
84
+ <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
85
+ <option name="IS_MODULE_SDK" value="true" />
86
+ <option name="ADD_CONTENT_ROOTS" value="true" />
87
+ <option name="ADD_SOURCE_ROOTS" value="true" />
88
+ <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
89
+ <option name="SCRIPT_NAME" value="$PROJECT_DIR$/ngram.py" />
90
+ <option name="PARAMETERS" value="" />
91
+ <option name="SHOW_COMMAND_LINE" value="false" />
92
+ <option name="EMULATE_TERMINAL" value="false" />
93
+ <option name="MODULE_MODE" value="false" />
94
+ <option name="REDIRECT_INPUT" value="false" />
95
+ <option name="INPUT_FILE" value="" />
96
+ <method v="2" />
97
+ </configuration>
98
+ <configuration name="run_speech_recognition_ctc" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
99
+ <module name="wav2vec2-base-turkish" />
100
+ <option name="INTERPRETER_OPTIONS" value="" />
101
+ <option name="PARENT_ENVS" value="true" />
102
+ <envs>
103
+ <env name="PYTHONUNBUFFERED" value="1" />
104
+ </envs>
105
+ <option name="SDK_HOME" value="" />
106
+ <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
107
+ <option name="IS_MODULE_SDK" value="true" />
108
+ <option name="ADD_CONTENT_ROOTS" value="true" />
109
+ <option name="ADD_SOURCE_ROOTS" value="true" />
110
+ <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
111
+ <option name="SCRIPT_NAME" value="$PROJECT_DIR$/run_speech_recognition_ctc.py" />
112
+ <option name="PARAMETERS" value="--dataset_name=&quot;common_voice&quot; --model_name_or_path=&quot;cahya/wav2vec2-base-turkish-artificial-cv&quot; --dataset_config_name=&quot;tr&quot; --output_dir=&quot;./output&quot; --overwrite_output_dir --num_train_epochs=&quot;1&quot; --per_device_train_batch_size=&quot;2&quot; --per_device_eval_batch_size=&quot;2&quot; --gradient_accumulation_steps=&quot;4&quot; --learning_rate=&quot;7.5e-7&quot; --warmup_steps=&quot;2000&quot; --length_column_name=&quot;input_length&quot; --evaluation_strategy=&quot;steps&quot; --text_column_name=&quot;sentence&quot; --save_steps=&quot;500&quot; --eval_steps=&quot;500&quot; --logging_steps=&quot;100&quot; --layerdrop=&quot;0.0&quot; --activation_dropout=&quot;0.1&quot; --save_total_limit=&quot;3&quot; --freeze_feature_encoder --feat_proj_dropout=&quot;0.0&quot; --mask_time_prob=&quot;0.75&quot; --mask_time_length=&quot;10&quot; --mask_feature_prob=&quot;0.25&quot; --mask_feature_length=&quot;64&quot; --gradient_checkpointing --use_auth_token --fp16=false --group_by_length --do_train=true --do_eval=true --push_to_hub --chars_to_ignore , ? . ! \; \: \&quot;\&quot; \% \' \&quot; \' \' \` … \’ » « \‘ '“' '”' � é û" />
113
+ <option name="SHOW_COMMAND_LINE" value="false" />
114
+ <option name="EMULATE_TERMINAL" value="false" />
115
+ <option name="MODULE_MODE" value="false" />
116
+ <option name="REDIRECT_INPUT" value="false" />
117
+ <option name="INPUT_FILE" value="" />
118
+ <method v="2" />
119
+ </configuration>
120
+ <configuration name="test-vocab" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
121
+ <module name="wav2vec2-base-turkish" />
122
+ <option name="INTERPRETER_OPTIONS" value="" />
123
+ <option name="PARENT_ENVS" value="true" />
124
+ <envs>
125
+ <env name="PYTHONUNBUFFERED" value="1" />
126
+ </envs>
127
+ <option name="SDK_HOME" value="" />
128
+ <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
129
+ <option name="IS_MODULE_SDK" value="true" />
130
+ <option name="ADD_CONTENT_ROOTS" value="true" />
131
+ <option name="ADD_SOURCE_ROOTS" value="true" />
132
+ <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
133
+ <option name="SCRIPT_NAME" value="$PROJECT_DIR$/test-vocab.py" />
134
+ <option name="PARAMETERS" value="" />
135
+ <option name="SHOW_COMMAND_LINE" value="false" />
136
+ <option name="EMULATE_TERMINAL" value="false" />
137
+ <option name="MODULE_MODE" value="false" />
138
+ <option name="REDIRECT_INPUT" value="false" />
139
+ <option name="INPUT_FILE" value="" />
140
+ <method v="2" />
141
+ </configuration>
142
+ <recent_temporary>
143
+ <list>
144
+ <item itemvalue="Python.ngram" />
145
+ <item itemvalue="Python.test-vocab" />
146
+ </list>
147
+ </recent_temporary>
148
+ </component>
149
+ <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
150
+ <component name="TaskManager">
151
+ <task active="true" id="Default" summary="Default task">
152
+ <changelist id="c9169370-1a11-41d7-9648-02694630edd2" name="Changes" comment="" />
153
+ <created>1643373395175</created>
154
+ <option name="number" value="Default" />
155
+ <option name="presentableId" value="Default" />
156
+ <updated>1643373395175</updated>
157
+ <workItem from="1643373396354" duration="4135000" />
158
+ <workItem from="1643465640987" duration="10417000" />
159
+ <workItem from="1643646039461" duration="615000" />
160
+ <workItem from="1643706833181" duration="7235000" />
161
+ </task>
162
+ <task id="LOCAL-00001" summary="update unigrams.txt">
163
+ <created>1643492393885</created>
164
+ <option name="number" value="00001" />
165
+ <option name="presentableId" value="LOCAL-00001" />
166
+ <option name="project" value="LOCAL" />
167
+ <updated>1643492393885</updated>
168
+ </task>
169
+ <task id="LOCAL-00002" summary="Add check_sound.ipynb">
170
+ <created>1643710330931</created>
171
+ <option name="number" value="00002" />
172
+ <option name="presentableId" value="LOCAL-00002" />
173
+ <option name="project" value="LOCAL" />
174
+ <updated>1643710330931</updated>
175
+ </task>
176
+ <option name="localTasksCounter" value="3" />
177
+ <servers />
178
+ </component>
179
+ <component name="TypeScriptGeneratedFilesManager">
180
+ <option name="version" value="3" />
181
+ </component>
182
+ <component name="VcsManagerConfiguration">
183
+ <MESSAGE value="update unigrams.txt" />
184
+ <MESSAGE value="Add check_sound.ipynb" />
185
+ <option name="LAST_COMMIT_MESSAGE" value="Add check_sound.ipynb" />
186
+ </component>
187
+ <component name="XDebuggerManager">
188
+ <breakpoint-manager>
189
+ <breakpoints>
190
+ <line-breakpoint enabled="true" suspend="THREAD" type="python-line">
191
+ <url>file://$PROJECT_DIR$/run_speech_recognition_ctc.py</url>
192
+ <line>747</line>
193
+ <option name="timeStamp" value="1" />
194
+ </line-breakpoint>
195
+ <line-breakpoint enabled="true" suspend="THREAD" type="python-line">
196
+ <url>file://$PROJECT_DIR$/ngram.py</url>
197
+ <line>5</line>
198
+ <option name="timeStamp" value="2" />
199
+ </line-breakpoint>
200
+ <line-breakpoint enabled="true" suspend="THREAD" type="python-line">
201
+ <url>file://$PROJECT_DIR$/test-vocab.py</url>
202
+ <line>5</line>
203
+ <option name="timeStamp" value="3" />
204
+ </line-breakpoint>
205
+ <line-breakpoint enabled="true" suspend="THREAD" type="python-line">
206
+ <url>file://$PROJECT_DIR$/eval.py</url>
207
+ <line>67</line>
208
+ <option name="timeStamp" value="4" />
209
+ </line-breakpoint>
210
+ <line-breakpoint enabled="true" suspend="THREAD" type="python-line">
211
+ <url>file://$PROJECT_DIR$/eval.py</url>
212
+ <line>86</line>
213
+ <option name="timeStamp" value="5" />
214
+ </line-breakpoint>
215
+ <line-breakpoint enabled="true" suspend="THREAD" type="python-line">
216
+ <url>file://$PROJECT_DIR$/../transformers/src/transformers/pipelines/base.py</url>
217
+ <line>1026</line>
218
+ <option name="timeStamp" value="6" />
219
+ </line-breakpoint>
220
+ <line-breakpoint enabled="true" suspend="THREAD" type="python-line">
221
+ <url>file://$PROJECT_DIR$/../transformers/src/transformers/pipelines/automatic_speech_recognition.py</url>
222
+ <line>312</line>
223
+ <option name="timeStamp" value="7" />
224
+ </line-breakpoint>
225
+ </breakpoints>
226
+ </breakpoint-manager>
227
+ </component>
228
+ <component name="com.intellij.coverage.CoverageDataManagerImpl">
229
+ <SUITE FILE_PATH="coverage/wav2vec2_base_turkish$test_vocab.coverage" NAME="test-vocab Coverage Results" MODIFIED="1643475983769" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
230
+ <SUITE FILE_PATH="coverage/wav2vec2_base_turkish$eval.coverage" NAME="eval Coverage Results" MODIFIED="1643720743098" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
231
+ <SUITE FILE_PATH="coverage/wav2vec2_base_turkish$ngram.coverage" NAME="ngram Coverage Results" MODIFIED="1643492280791" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
232
+ <SUITE FILE_PATH="coverage/wav2vec2_base_turkish$run_speech_recognition_ctc.coverage" NAME="run_speech_recognition_ctc Coverage Results" MODIFIED="1643376049209" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
233
+ </component>
234
+ </project>
.ipynb_checkpoints/check_sound-checkpoint.ipynb ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
1
+ {
2
+ "cells": [],
3
+ "metadata": {},
4
+ "nbformat": 4,
5
+ "nbformat_minor": 5
6
+ }
5gram.arpa ADDED
The diff for this file is too large to render. See raw diff
5gram.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7a76859c96afc4fa223dc7e5cb4d000926ec82f25ffbf560afec88ad39ed8783
3
+ size 1831539
5gram.txt ADDED
The diff for this file is too large to render. See raw diff
README.md → README.md.0 RENAMED
@@ -8,7 +8,10 @@ tags:
8
  - audio
9
  - automatic-speech-recognition
10
  - speech
11
- - xlsr-fine-tuning-week
 
 
 
12
  license: apache-2.0
13
  model-index:
14
  - name: Wav2Vec2 Base Turkish by Cahya
8
  - audio
9
  - automatic-speech-recognition
10
  - speech
11
+ - common_voice
12
+ - generated_from_trainer
13
+ - tr
14
+ - robust-speech-event
15
  license: apache-2.0
16
  model-index:
17
  - name: Wav2Vec2 Base Turkish by Cahya
arg.txt ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ --dataset_name="common_voice"
2
+ --model_name_or_path="cahya/wav2vec2-base-turkish-artificial-cv"
3
+ --dataset_config_name="tr"
4
+ --output_dir="./output"
5
+ --overwrite_output_dir
6
+ --num_train_epochs="1"
7
+ --per_device_train_batch_size="2"
8
+ --per_device_eval_batch_size="2"
9
+ --gradient_accumulation_steps="4"
10
+ --learning_rate="7.5e-7"
11
+ --warmup_steps="2000"
12
+ --length_column_name="input_length"
13
+ --evaluation_strategy="steps"
14
+ --text_column_name="sentence"
15
+ --save_steps="500"
16
+ --eval_steps="500"
17
+ --logging_steps="100"
18
+ --layerdrop="0.0"
19
+ --activation_dropout="0.1"
20
+ --save_total_limit="3"
21
+ --freeze_feature_encoder
22
+ --feat_proj_dropout="0.0"
23
+ --mask_time_prob="0.75"
24
+ --mask_time_length="10"
25
+ --mask_feature_prob="0.25"
26
+ --mask_feature_length="64"
27
+ --gradient_checkpointing
28
+ --use_auth_token
29
+ --fp16=false
30
+ --group_by_length
31
+ --do_train=true
32
+ --do_eval=true
33
+ --push_to_hub
34
+ --chars_to_ignore , ? . ! \; \: \"\" \% \' \" \' \' \` … \’ » « \‘ '“' '”' � é û
common_voice_tr_test_eval_results.txt ADDED
@@ -0,0 +1,2 @@
 
 
1
+ WER: 0.112552343989378
2
+ CER: 0.035457802965561704
config.json CHANGED
@@ -1,12 +1,18 @@
1
  {
2
- "_name_or_path": "/workspace/models/wav2vec2-base-turkish-artificial",
3
- "activation_dropout": 0.055,
 
 
 
4
  "apply_spec_augment": true,
5
  "architectures": [
6
  "Wav2Vec2ForCTC"
7
  ],
8
- "attention_dropout": 0.094,
9
  "bos_token_id": 1,
 
 
 
10
  "conv_bias": false,
11
  "conv_dim": [
12
  512,
@@ -37,31 +43,64 @@
37
  ],
38
  "ctc_loss_reduction": "mean",
39
  "ctc_zero_infinity": true,
 
40
  "do_stable_layer_norm": false,
41
  "eos_token_id": 2,
42
  "feat_extract_activation": "gelu",
43
  "feat_extract_norm": "group",
44
- "feat_proj_dropout": 0.04,
45
- "final_dropout": 0.1,
46
- "gradient_checkpointing": true,
47
  "hidden_act": "gelu",
48
- "hidden_dropout": 0.047,
49
  "hidden_size": 768,
50
  "initializer_range": 0.02,
51
  "intermediate_size": 3072,
52
  "layer_norm_eps": 1e-05,
53
- "layerdrop": 0.041,
54
- "mask_feature_length": 10,
55
- "mask_feature_prob": 0.0,
 
56
  "mask_time_length": 10,
57
- "mask_time_prob": 0.4,
 
58
  "model_type": "wav2vec2",
 
59
  "num_attention_heads": 12,
 
 
60
  "num_conv_pos_embedding_groups": 16,
61
  "num_conv_pos_embeddings": 128,
62
  "num_feat_extract_layers": 7,
63
  "num_hidden_layers": 12,
 
 
64
  "pad_token_id": 39,
65
- "transformers_version": "4.5.0.dev0",
66
- "vocab_size": 40
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
67
  }
1
  {
2
+ "_name_or_path": "cahya/wav2vec2-base-turkish-artificial-cv",
3
+ "activation_dropout": 0.1,
4
+ "adapter_kernel_size": 3,
5
+ "adapter_stride": 2,
6
+ "add_adapter": false,
7
  "apply_spec_augment": true,
8
  "architectures": [
9
  "Wav2Vec2ForCTC"
10
  ],
11
+ "attention_dropout": 0.0,
12
  "bos_token_id": 1,
13
+ "classifier_proj_size": 256,
14
+ "codevector_dim": 256,
15
+ "contrastive_logits_temperature": 0.1,
16
  "conv_bias": false,
17
  "conv_dim": [
18
  512,
43
  ],
44
  "ctc_loss_reduction": "mean",
45
  "ctc_zero_infinity": true,
46
+ "diversity_loss_weight": 0.1,
47
  "do_stable_layer_norm": false,
48
  "eos_token_id": 2,
49
  "feat_extract_activation": "gelu",
50
  "feat_extract_norm": "group",
51
+ "feat_proj_dropout": 0.0,
52
+ "feat_quantizer_dropout": 0.0,
53
+ "final_dropout": 0.0,
54
  "hidden_act": "gelu",
55
+ "hidden_dropout": 0.0,
56
  "hidden_size": 768,
57
  "initializer_range": 0.02,
58
  "intermediate_size": 3072,
59
  "layer_norm_eps": 1e-05,
60
+ "layerdrop": 0.0,
61
+ "mask_feature_length": 64,
62
+ "mask_feature_min_masks": 0,
63
+ "mask_feature_prob": 0.25,
64
  "mask_time_length": 10,
65
+ "mask_time_min_masks": 2,
66
+ "mask_time_prob": 0.75,
67
  "model_type": "wav2vec2",
68
+ "num_adapter_layers": 3,
69
  "num_attention_heads": 12,
70
+ "num_codevector_groups": 2,
71
+ "num_codevectors_per_group": 320,
72
  "num_conv_pos_embedding_groups": 16,
73
  "num_conv_pos_embeddings": 128,
74
  "num_feat_extract_layers": 7,
75
  "num_hidden_layers": 12,
76
+ "num_negatives": 100,
77
+ "output_hidden_size": 768,
78
  "pad_token_id": 39,
79
+ "proj_codevector_dim": 256,
80
+ "tdnn_dilation": [
81
+ 1,
82
+ 2,
83
+ 3,
84
+ 1,
85
+ 1
86
+ ],
87
+ "tdnn_dim": [
88
+ 512,
89
+ 512,
90
+ 512,
91
+ 512,
92
+ 1500
93
+ ],
94
+ "tdnn_kernel": [
95
+ 5,
96
+ 3,
97
+ 3,
98
+ 1,
99
+ 1
100
+ ],
101
+ "torch_dtype": "float32",
102
+ "transformers_version": "4.17.0.dev0",
103
+ "use_weighted_layer_sum": false,
104
+ "vocab_size": 40,
105
+ "xvector_output_dim": 512
106
  }
dataset/common_voice/README.md ADDED
@@ -0,0 +1,358 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ annotations_creators:
3
+ - crowdsourced
4
+ language_creators:
5
+ - crowdsourced
6
+ languages:
7
+ - ab
8
+ - ar
9
+ - as
10
+ - br
11
+ - ca
12
+ - cnh
13
+ - cs
14
+ - cv
15
+ - cy
16
+ - de
17
+ - dv
18
+ - el
19
+ - en
20
+ - eo
21
+ - es
22
+ - et
23
+ - eu
24
+ - fa
25
+ - fi
26
+ - fr
27
+ - fy-NL
28
+ - ga-IE
29
+ - hi
30
+ - hsb
31
+ - hu
32
+ - ia
33
+ - id
34
+ - it
35
+ - ja
36
+ - ka
37
+ - kab
38
+ - ky
39
+ - lg
40
+ - lt
41
+ - lv
42
+ - mn
43
+ - mt
44
+ - nl
45
+ - or
46
+ - pa-IN
47
+ - pl
48
+ - pt
49
+ - rm-sursilv
50
+ - rm-vallader
51
+ - ro
52
+ - ru
53
+ - rw
54
+ - sah
55
+ - sl
56
+ - sv-SE
57
+ - ta
58
+ - th
59
+ - tr
60
+ - tt
61
+ - uk
62
+ - vi
63
+ - vot
64
+ - zh-CN
65
+ - zh-HK
66
+ - zh-TW
67
+ licenses:
68
+ - cc-by-nc-4.0
69
+ multilinguality:
70
+ - multilingual
71
+ size_categories:
72
+ ab:
73
+ - n<1K
74
+ ar:
75
+ - 10K<n<100K
76
+ as:
77
+ - n<1K
78
+ br:
79
+ - 10K<n<100K
80
+ ca:
81
+ - 100K<n<1M
82
+ cnh:
83
+ - 1K<n<10K
84
+ cs:
85
+ - 10K<n<100K
86
+ cv:
87
+ - 10K<n<100K
88
+ cy:
89
+ - 10K<n<100K
90
+ de:
91
+ - 100K<n<1M
92
+ dv:
93
+ - 1K<n<10K
94
+ el:
95
+ - 10K<n<100K
96
+ en:
97
+ - 100K<n<1M
98
+ eo:
99
+ - 10K<n<100K
100
+ es:
101
+ - 100K<n<1M
102
+ et:
103
+ - 10K<n<100K
104
+ eu:
105
+ - 10K<n<100K
106
+ fa:
107
+ - 10K<n<100K
108
+ fi:
109
+ - 1K<n<10K
110
+ fr:
111
+ - 100K<n<1M
112
+ fy-NL:
113
+ - 10K<n<100K
114
+ ga-IE:
115
+ - 1K<n<10K
116
+ hi:
117
+ - n<1K
118
+ hsb:
119
+ - 1K<n<10K
120
+ hu:
121
+ - 1K<n<10K
122
+ ia:
123
+ - 1K<n<10K
124
+ id:
125
+ - 10K<n<100K
126
+ it:
127
+ - 100K<n<1M
128
+ ja:
129
+ - 1K<n<10K
130
+ ka:
131
+ - 1K<n<10K
132
+ kab:
133
+ - 100K<n<1M
134
+ ky:
135
+ - 10K<n<100K
136
+ lg:
137
+ - 1K<n<10K
138
+ lt:
139
+ - 1K<n<10K
140
+ lv:
141
+ - 1K<n<10K
142
+ mn:
143
+ - 1K<n<10K
144
+ mt:
145
+ - 10K<n<100K
146
+ nl:
147
+ - 10K<n<100K
148
+ or:
149
+ - 1K<n<10K
150
+ pa-IN:
151
+ - 1K<n<10K
152
+ pl:
153
+ - 10K<n<100K
154
+ pt:
155
+ - 10K<n<100K
156
+ rm-sursilv:
157
+ - 1K<n<10K
158
+ rm-vallader:
159
+ - 1K<n<10K
160
+ ro:
161
+ - 1K<n<10K
162
+ ru:
163
+ - 10K<n<100K
164
+ rw:
165
+ - 100K<n<1M
166
+ sah:
167
+ - 1K<n<10K
168
+ sl:
169
+ - 1K<n<10K
170
+ sv-SE:
171
+ - 1K<n<10K
172
+ ta:
173
+ - 10K<n<100K
174
+ th:
175
+ - 10K<n<100K
176
+ tr:
177
+ - 1K<n<10K
178
+ tt:
179
+ - 10K<n<100K
180
+ uk:
181
+ - 10K<n<100K
182
+ vi:
183
+ - 1K<n<10K
184
+ vot:
185
+ - n<1K
186
+ zh-CN:
187
+ - 10K<n<100K
188
+ zh-HK:
189
+ - 10K<n<100K
190
+ zh-TW:
191
+ - 10K<n<100K
192
+ source_datasets:
193
+ - extended|other-common-voice
194
+ task_categories:
195
+ - other
196
+ task_ids:
197
+ - other-other-automatic-speech-recognition
198
+ ---
199
+
200
+ # Dataset Card for common_voice
201
+
202
+ ## Table of Contents
203
+ - [Dataset Description](#dataset-description)
204
+ - [Dataset Summary](#dataset-summary)
205
+ - [Supported Tasks](#supported-tasks-and-leaderboards)
206
+ - [Languages](#languages)
207
+ - [Dataset Structure](#dataset-structure)
208
+ - [Data Instances](#data-instances)
209
+ - [Data Fields](#data-instances)
210
+ - [Data Splits](#data-instances)
211
+ - [Dataset Creation](#dataset-creation)
212
+ - [Curation Rationale](#curation-rationale)
213
+ - [Source Data](#source-data)
214
+ - [Annotations](#annotations)
215
+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
216
+ - [Considerations for Using the Data](#considerations-for-using-the-data)
217
+ - [Social Impact of Dataset](#social-impact-of-dataset)
218
+ - [Discussion of Biases](#discussion-of-biases)
219
+ - [Other Known Limitations](#other-known-limitations)
220
+ - [Additional Information](#additional-information)
221
+ - [Dataset Curators](#dataset-curators)
222
+ - [Licensing Information](#licensing-information)
223
+ - [Citation Information](#citation-information)
224
+
225
+ ## Dataset Description
226
+
227
+ - **Homepage:** https://commonvoice.mozilla.org/en/datasets
228
+ - **Repository:** https://github.com/common-voice/common-voice
229
+ - **Paper:** https://commonvoice.mozilla.org/en/datasets
230
+ - **Leaderboard:** [Needs More Information]
231
+ - **Point of Contact:** [Needs More Information]
232
+
233
+ ### Dataset Summary
234
+
235
+ The Common Voice dataset consists of a unique MP3 and corresponding text file. Many of the 9,283 recorded hours in the dataset also include demographic metadata like age, sex, and accent that can help train the accuracy of speech recognition engines.
236
+
237
+ The dataset currently consists of 7,335 validated hours in 60 languages, but were always adding more voices and languages. Take a look at our Languages page to request a language or start contributing.
238
+
239
+ ### Supported Tasks and Leaderboards
240
+
241
+ [Needs More Information]
242
+
243
+ ### Languages
244
+
245
+ English
246
+
247
+ ## Dataset Structure
248
+
249
+ ### Data Instances
250
+
251
+ A typical data point comprises the path to the audio file, called path and its sentence. Additional fields include accent, age, client_id, up_votes down_votes, gender, locale and segment.
252
+
253
+ `
254
+ {'accent': 'netherlands', 'age': 'fourties', 'client_id': 'bbbcb732e0f422150c30ff3654bbab572e2a617da107bca22ff8b89ab2e4f124d03b6a92c48322862f60bd0179ae07baf0f9b4f9c4e11d581e0cec70f703ba54', 'down_votes': 0, 'gender': 'male', 'locale': 'nl', 'path': 'nl/clips/common_voice_nl_23522441.mp3', 'segment': "''", 'sentence': 'Ik vind dat een dubieuze procedure.', 'up_votes': 2}
255
+ `
256
+
257
+ ### Data Fields
258
+
259
+ client_id: An id for which client (voice) made the recording
260
+
261
+ path: The path to the audio file
262
+
263
+ sentence: The sentence the user was prompted to speak
264
+
265
+ up_votes: How many upvotes the audio file has received from reviewers
266
+
267
+ down_votes: How many downvotes the audio file has received from reviewers
268
+
269
+ age: The age of the speaker.
270
+
271
+ gender: The gender of the speaker
272
+
273
+ accent: Accent of the speaker
274
+
275
+ locale: The locale of the speaker
276
+
277
+ segment: Usually empty field
278
+
279
+ ### Data Splits
280
+
281
+ The speech material has been subdivided into portions for dev, train, test, validated, invalidated, reported and other.
282
+
283
+ The validated data is data that has been validated with reviewers and recieved upvotes that the data is of high quality.
284
+
285
+ The invalidated data is data has been invalidated by reviewers
286
+ and recieved downvotes that the data is of low quality.
287
+
288
+ The reported data is data that has been reported, for different reasons.
289
+
290
+ The other data is data that has not yet been reviewed.
291
+
292
+ The dev, test, train are all data that has been reviewed, deemed of high quality and split into dev, test and train.
293
+
294
+ ## Dataset Creation
295
+
296
+ ### Curation Rationale
297
+
298
+ [Needs More Information]
299
+
300
+ ### Source Data
301
+
302
+ #### Initial Data Collection and Normalization
303
+
304
+ [Needs More Information]
305
+
306
+ #### Who are the source language producers?
307
+
308
+ [Needs More Information]
309
+
310
+ ### Annotations
311
+
312
+ #### Annotation process
313
+
314
+ [Needs More Information]
315
+
316
+ #### Who are the annotators?
317
+
318
+ [Needs More Information]
319
+
320
+ ### Personal and Sensitive Information
321
+
322
+ The dataset consists of people who have donated their voice online. You agree to not attempt to determine the identity of speakers in the Common Voice dataset.
323
+
324
+ ## Considerations for Using the Data
325
+
326
+ ### Social Impact of Dataset
327
+
328
+ The dataset consists of people who have donated their voice online. You agree to not attempt to determine the identity of speakers in the Common Voice dataset.
329
+
330
+ ### Discussion of Biases
331
+
332
+ [More Information Needed]
333
+
334
+ ### Other Known Limitations
335
+
336
+ [More Information Needed]
337
+
338
+ ## Additional Information
339
+
340
+ ### Dataset Curators
341
+
342
+ [More Information Needed]
343
+
344
+ ### Licensing Information
345
+
346
+ [More Information Needed]
347
+
348
+ ### Citation Information
349
+
350
+ ```
351
+ @inproceedings{commonvoice:2020,
352
+ author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},
353
+ title = {Common Voice: A Massively-Multilingual Speech Corpus},
354
+ booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},
355
+ pages = {4211--4215},
356
+ year = 2020
357
+ }
358
+ ```
dataset/common_voice/common_voice.py ADDED
@@ -0,0 +1,725 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # coding=utf-8
2
+ # Copyright 2021 The HuggingFace Datasets Authors and the current dataset script contributor.
3
+ #
4
+ # Licensed under the Apache License, Version 2.0 (the "License");
5
+ # you may not use this file except in compliance with the License.
6
+ # You may obtain a copy of the License at
7
+ #
8
+ # http://www.apache.org/licenses/LICENSE-2.0
9
+ #
10
+ # Unless required by applicable law or agreed to in writing, software
11
+ # distributed under the License is distributed on an "AS IS" BASIS,
12
+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13
+ # See the License for the specific language governing permissions and
14
+ # limitations under the License.
15
+ """ Common Voice Dataset"""
16
+
17
+
18
+ import os
19
+
20
+ import datasets
21
+
22
+
23
+ _DATA_URL = "https://voice-prod-bundler-ee1969a6ce8178826482b88e843c335139bd3fb4.s3.amazonaws.com/cv-corpus-6.1-2020-12-11/{}.tar.gz"
24
+
25
+ _CITATION = """\
26
+ @inproceedings{commonvoice:2020,
27
+ author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},
28
+ title = {Common Voice: A Massively-Multilingual Speech Corpus},
29
+ booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},
30
+ pages = {4211--4215},
31
+ year = 2020
32
+ }
33
+ """
34
+
35
+ _DESCRIPTION = """\
36
+ Common Voice is Mozilla's initiative to help teach machines how real people speak.
37
+ The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
38
+ """
39
+
40
+ _HOMEPAGE = "https://commonvoice.mozilla.org/en/datasets"
41
+
42
+ _LICENSE = "https://github.com/common-voice/common-voice/blob/main/LICENSE"
43
+
44
+ _LANGUAGES = {
45
+ "ab": {
46
+ "Language": "Abkhaz",
47
+ "Date": "2020-12-11",
48
+ "Size": "39 MB",
49
+ "Version": "ab_1h_2020-12-11",
50
+ "Validated_Hr_Total": 0.05,
51
+ "Overall_Hr_Total": 1,
52
+ "Number_Of_Voice": 14,
53
+ },
54
+ "ar": {
55
+ "Language": "Arabic",
56
+ "Date": "2020-12-11",
57
+ "Size": "2 GB",
58
+ "Version": "ar_77h_2020-12-11",
59
+ "Validated_Hr_Total": 49,
60
+ "Overall_Hr_Total": 77,
61
+ "Number_Of_Voice": 672,
62
+ },
63
+ "as": {
64
+ "Language": "Assamese",
65
+ "Date": "2020-12-11",
66
+ "Size": "21 MB",
67
+ "Version": "as_0.78h_2020-12-11",
68
+ "Validated_Hr_Total": 0.74,
69
+ "Overall_Hr_Total": 0.78,
70
+ "Number_Of_Voice": 17,
71
+ },
72
+ "br": {
73
+ "Language": "Breton",
74
+ "Date": "2020-12-11",
75
+ "Size": "444 MB",
76
+ "Version": "br_16h_2020-12-11",
77
+ "Validated_Hr_Total": 7,
78
+ "Overall_Hr_Total": 16,
79
+ "Number_Of_Voice": 157,
80
+ },
81
+ "ca": {
82
+ "Language": "Catalan",
83
+ "Date": "2020-12-11",
84
+ "Size": "19 GB",
85
+ "Version": "ca_748h_2020-12-11",
86
+ "Validated_Hr_Total": 623,
87
+ "Overall_Hr_Total": 748,
88
+ "Number_Of_Voice": 5376,
89
+ },
90
+ "cnh": {
91
+ "Language": "Hakha Chin",
92
+ "Date": "2020-12-11",
93
+ "Size": "39 MB",
94
+ "Version": "ab_1h_2020-12-11",
95
+ "Validated_Hr_Total": 0.05,
96
+ "Overall_Hr_Total": 1,
97
+ "Number_Of_Voice": 14,
98
+ },
99
+ "cs": {
100
+ "Language": "Czech",
101
+ "Date": "2020-12-11",
102
+ "Size": "39 MB",
103
+ "Version": "ab_1h_2020-12-11",
104
+ "Validated_Hr_Total": 0.05,
105
+ "Overall_Hr_Total": 1,
106
+ "Number_Of_Voice": 14,
107
+ },
108
+ "cv": {
109
+ "Language": "Chuvash",
110
+ "Date": "2020-12-11",
111
+ "Size": "419 MB",
112
+ "Version": "cv_16h_2020-12-11",
113
+ "Validated_Hr_Total": 4,
114
+ "Overall_Hr_Total": 16,
115
+ "Number_Of_Voice": 92,
116
+ },
117
+ "cy": {
118
+ "Language": "Welsh",
119
+ "Date": "2020-12-11",
120
+ "Size": "3 GB",
121
+ "Version": "cy_124h_2020-12-11",
122
+ "Validated_Hr_Total": 95,
123
+ "Overall_Hr_Total": 124,
124
+ "Number_Of_Voice": 1382,
125
+ },
126
+ "de": {
127
+ "Language": "German",
128
+ "Date": "2020-12-11",
129
+ "Size": "22 GB",
130
+ "Version": "de_836h_2020-12-11",
131
+ "Validated_Hr_Total": 777,
132
+ "Overall_Hr_Total": 836,
133
+ "Number_Of_Voice": 12659,
134
+ },
135
+ "dv": {
136
+ "Language": "Dhivehi",
137
+ "Date": "2020-12-11",
138
+ "Size": "515 MB",
139
+ "Version": "dv_19h_2020-12-11",
140
+ "Validated_Hr_Total": 18,
141
+ "Overall_Hr_Total": 19,
142
+ "Number_Of_Voice": 167,
143
+ },
144
+ "el": {
145
+ "Language": "Greek",
146
+ "Date": "2020-12-11",
147
+ "Size": "364 MB",
148
+ "Version": "el_13h_2020-12-11",
149
+ "Validated_Hr_Total": 6,
150
+ "Overall_Hr_Total": 13,
151
+ "Number_Of_Voice": 118,
152
+ },
153
+ "en": {
154
+ "Language": "English",
155
+ "Date": "2020-12-11",
156
+ "Size": "56 GB",
157
+ "Version": "en_2181h_2020-12-11",
158
+ "Validated_Hr_Total": 1686,
159
+ "Overall_Hr_Total": 2181,
160
+ "Number_Of_Voice": 66173,
161
+ },
162
+ "eo": {
163
+ "Language": "Esperanto",
164
+ "Date": "2020-12-11",
165
+ "Size": "3 GB",
166
+ "Version": "eo_102h_2020-12-11",
167
+ "Validated_Hr_Total": 90,
168
+ "Overall_Hr_Total": 102,
169
+ "Number_Of_Voice": 574,
170
+ },
171
+ "es": {
172
+ "Language": "Spanish",
173
+ "Date": "2020-12-11",
174
+ "Size": "15 GB",
175
+ "Version": "es_579h_2020-12-11",
176
+ "Validated_Hr_Total": 324,
177
+ "Overall_Hr_Total": 579,
178
+ "Number_Of_Voice": 19484,
179
+ },
180
+ "et": {
181
+ "Language": "Estonian",
182
+ "Date": "2020-12-11",
183
+ "Size": "732 MB",
184
+ "Version": "et_27h_2020-12-11",
185
+ "Validated_Hr_Total": 19,
186
+ "Overall_Hr_Total": 27,
187
+ "Number_Of_Voice": 543,
188
+ },
189
+ "eu": {
190
+ "Language": "Basque",
191
+ "Date": "2020-12-11",
192
+ "Size": "3 GB",
193
+ "Version": "eu_131h_2020-12-11",
194
+ "Validated_Hr_Total": 89,
195
+ "Overall_Hr_Total": 131,
196
+ "Number_Of_Voice": 1028,
197
+ },
198
+ "fa": {
199
+ "Language": "Persian",
200
+ "Date": "2020-12-11",
201
+ "Size": "8 GB",
202
+ "Version": "fa_321h_2020-12-11",
203
+ "Validated_Hr_Total": 282,
204
+ "Overall_Hr_Total": 321,
205
+ "Number_Of_Voice": 3655,
206
+ },
207
+ "fi": {
208
+ "Language": "Finnish",
209
+ "Date": "2020-12-11",
210
+ "Size": "48 MB",
211
+ "Version": "fi_1h_2020-12-11",
212
+ "Validated_Hr_Total": 1,
213
+ "Overall_Hr_Total": 1,
214
+ "Number_Of_Voice": 27,
215
+ },
216
+ "fr": {
217
+ "Language": "French",
218
+ "Date": "2020-12-11",
219
+ "Size": "18 GB",
220
+ "Version": "fr_682h_2020-12-11",
221
+ "Validated_Hr_Total": 623,
222
+ "Overall_Hr_Total": 682,
223
+ "Number_Of_Voice": 12953,
224
+ },
225
+ "fy-NL": {
226
+ "Language": "Frisian",
227
+ "Date": "2020-12-11",
228
+ "Size": "1 GB",
229
+ "Version": "fy-NL_46h_2020-12-11",
230
+ "Validated_Hr_Total": 14,
231
+ "Overall_Hr_Total": 46,
232
+ "Number_Of_Voice": 467,
233
+ },
234
+ "ga-IE": {
235
+ "Language": "Irish",
236
+ "Date": "2020-12-11",
237
+ "Size": "149 MB",
238
+ "Version": "ga-IE_5h_2020-12-11",
239
+ "Validated_Hr_Total": 3,
240
+ "Overall_Hr_Total": 5,
241
+ "Number_Of_Voice": 101,
242
+ },
243
+ "hi": {
244
+ "Language": "Hindi",
245
+ "Date": "2020-12-11",
246
+ "Size": "20 MB",
247
+ "Version": "hi_0.8h_2020-12-11",
248
+ "Validated_Hr_Total": 0.54,
249
+ "Overall_Hr_Total": 0.8,
250
+ "Number_Of_Voice": 31,
251
+ },
252
+ "hsb": {
253
+ "Language": "Sorbian, Upper",
254
+ "Date": "2020-12-11",
255
+ "Size": "76 MB",
256
+ "Version": "hsb_2h_2020-12-11",
257
+ "Validated_Hr_Total": 2,
258
+ "Overall_Hr_Total": 2,
259
+ "Number_Of_Voice": 19,
260
+ },
261
+ "hu": {
262
+ "Language": "Hungarian",
263
+ "Date": "2020-12-11",
264
+ "Size": "232 MB",
265
+ "Version": "hu_8h_2020-12-11",
266
+ "Validated_Hr_Total": 8,
267
+ "Overall_Hr_Total": 8,
268
+ "Number_Of_Voice": 47,
269
+ },
270
+ "ia": {
271
+ "Language": "InterLinguia",
272
+ "Date": "2020-12-11",
273
+ "Size": "216 MB",
274
+ "Version": "ia_8h_2020-12-11",
275
+ "Validated_Hr_Total": 6,
276
+ "Overall_Hr_Total": 8,
277
+ "Number_Of_Voice": 36,
278
+ },
279
+ "id": {
280
+ "Language": "Indonesian",
281
+ "Date": "2020-12-11",
282
+ "Size": "454 MB",
283
+ "Version": "id_17h_2020-12-11",
284
+ "Validated_Hr_Total": 9,
285
+ "Overall_Hr_Total": 17,
286
+ "Number_Of_Voice": 219,
287
+ },
288
+ "it": {
289
+ "Language": "Italian",
290
+ "Date": "2020-12-11",
291
+ "Size": "5 GB",
292
+ "Version": "it_199h_2020-12-11",
293
+ "Validated_Hr_Total": 158,
294
+ "Overall_Hr_Total": 199,
295
+ "Number_Of_Voice": 5729,
296
+ },
297
+ "ja": {
298
+ "Language": "Japanese",
299
+ "Date": "2020-12-11",
300
+ "Size": "146 MB",
301
+ "Version": "ja_5h_2020-12-11",
302
+ "Validated_Hr_Total": 3,
303
+ "Overall_Hr_Total": 5,
304
+ "Number_Of_Voice": 235,
305
+ },
306
+ "ka": {
307
+ "Language": "Georgian",
308
+ "Date": "2020-12-11",
309
+ "Size": "99 MB",
310
+ "Version": "ka_3h_2020-12-11",
311
+ "Validated_Hr_Total": 3,
312
+ "Overall_Hr_Total": 3,
313
+ "Number_Of_Voice": 44,
314
+ },
315
+ "kab": {
316
+ "Language": "Kabyle",
317
+ "Date": "2020-12-11",
318
+ "Size": "16 GB",
319
+ "Version": "kab_622h_2020-12-11",
320
+ "Validated_Hr_Total": 525,
321
+ "Overall_Hr_Total": 622,
322
+ "Number_Of_Voice": 1309,
323
+ },
324
+ "ky": {
325
+ "Language": "Kyrgyz",
326
+ "Date": "2020-12-11",
327
+ "Size": "553 MB",
328
+ "Version": "ky_22h_2020-12-11",
329
+ "Validated_Hr_Total": 11,
330
+ "Overall_Hr_Total": 22,
331
+ "Number_Of_Voice": 134,
332
+ },
333
+ "lg": {
334
+ "Language": "Luganda",
335
+ "Date": "2020-12-11",
336
+ "Size": "199 MB",
337
+ "Version": "lg_8h_2020-12-11",
338
+ "Validated_Hr_Total": 3,
339
+ "Overall_Hr_Total": 8,
340
+ "Number_Of_Voice": 76,
341
+ },
342
+ "lt": {
343
+ "Language": "Lithuanian",
344
+ "Date": "2020-12-11",
345
+ "Size": "129 MB",
346
+ "Version": "lt_4h_2020-12-11",
347
+ "Validated_Hr_Total": 2,
348
+ "Overall_Hr_Total": 4,
349
+ "Number_Of_Voice": 30,
350
+ },
351
+ "lv": {
352
+ "Language": "Latvian",
353
+ "Date": "2020-12-11",
354
+ "Size": "199 MB",
355
+ "Version": "lv_7h_2020-12-11",
356
+ "Validated_Hr_Total": 6,
357
+ "Overall_Hr_Total": 7,
358
+ "Number_Of_Voice": 99,
359
+ },
360
+ "mn": {
361
+ "Language": "Mongolian",
362
+ "Date": "2020-12-11",
363
+ "Size": "464 MB",
364
+ "Version": "mn_17h_2020-12-11",
365
+ "Validated_Hr_Total": 11,
366
+ "Overall_Hr_Total": 17,
367
+ "Number_Of_Voice": 376,
368
+ },
369
+ "mt": {
370
+ "Language": "Maltese",
371
+ "Date": "2020-12-11",
372
+ "Size": "405 MB",
373
+ "Version": "mt_15h_2020-12-11",
374
+ "Validated_Hr_Total": 7,
375
+ "Overall_Hr_Total": 15,
376
+ "Number_Of_Voice": 171,
377
+ },
378
+ "nl": {
379
+ "Language": "Dutch",
380
+ "Date": "2020-12-11",
381
+ "Size": "2 GB",
382
+ "Version": "nl_63h_2020-12-11",
383
+ "Validated_Hr_Total": 59,
384
+ "Overall_Hr_Total": 63,
385
+ "Number_Of_Voice": 1012,
386
+ },
387
+ "or": {
388
+ "Language": "Odia",
389
+ "Date": "2020-12-11",
390
+ "Size": "190 MB",
391
+ "Version": "or_7h_2020-12-11",
392
+ "Validated_Hr_Total": 0.87,
393
+ "Overall_Hr_Total": 7,
394
+ "Number_Of_Voice": 34,
395
+ },
396
+ "pa-IN": {
397
+ "Language": "Punjabi",
398
+ "Date": "2020-12-11",
399
+ "Size": "67 MB",
400
+ "Version": "pa-IN_2h_2020-12-11",
401
+ "Validated_Hr_Total": 0.5,
402
+ "Overall_Hr_Total": 2,
403
+ "Number_Of_Voice": 26,
404
+ },
405
+ "pl": {
406
+ "Language": "Polish",
407
+ "Date": "2020-12-11",
408
+ "Size": "3 GB",
409
+ "Version": "pl_129h_2020-12-11",
410
+ "Validated_Hr_Total": 108,
411
+ "Overall_Hr_Total": 129,
412
+ "Number_Of_Voice": 2647,
413
+ },
414
+ "pt": {
415
+ "Language": "Portuguese",
416
+ "Date": "2020-12-11",
417
+ "Size": "2 GB",
418
+ "Version": "pt_63h_2020-12-11",
419
+ "Validated_Hr_Total": 50,
420
+ "Overall_Hr_Total": 63,
421
+ "Number_Of_Voice": 1120,
422
+ },
423
+ "rm-sursilv": {
424
+ "Language": "Romansh Sursilvan",
425
+ "Date": "2020-12-11",
426
+ "Size": "263 MB",
427
+ "Version": "rm-sursilv_9h_2020-12-11",
428
+ "Validated_Hr_Total": 5,
429
+ "Overall_Hr_Total": 9,
430
+ "Number_Of_Voice": 78,
431
+ },
432
+ "rm-vallader": {
433
+ "Language": "Romansh Vallader",
434
+ "Date": "2020-12-11",
435
+ "Size": "103 MB",
436
+ "Version": "rm-vallader_3h_2020-12-11",
437
+ "Validated_Hr_Total": 2,
438
+ "Overall_Hr_Total": 3,
439
+ "Number_Of_Voice": 39,
440
+ },
441
+ "ro": {
442
+ "Language": "Romanian",
443
+ "Date": "2020-12-11",
444
+ "Size": "250 MB",
445
+ "Version": "ro_9h_2020-12-11",
446
+ "Validated_Hr_Total": 6,
447
+ "Overall_Hr_Total": 9,
448
+ "Number_Of_Voice": 130,
449
+ },
450
+ "ru": {
451
+ "Language": "Russian",
452
+ "Date": "2020-12-11",
453
+ "Size": "3 GB",
454
+ "Version": "ru_130h_2020-12-11",
455
+ "Validated_Hr_Total": 111,
456
+ "Overall_Hr_Total": 130,
457
+ "Number_Of_Voice": 1412,
458
+ },
459
+ "rw": {
460
+ "Language": "Kinyarwanda",
461
+ "Date": "2020-12-11",
462
+ "Size": "40 GB",
463
+ "Version": "rw_1510h_2020-12-11",
464
+ "Validated_Hr_Total": 1183,
465
+ "Overall_Hr_Total": 1510,
466
+ "Number_Of_Voice": 410,
467
+ },
468
+ "sah": {
469
+ "Language": "Sakha",
470
+ "Date": "2020-12-11",
471
+ "Size": "173 MB",
472
+ "Version": "sah_6h_2020-12-11",
473
+ "Validated_Hr_Total": 4,
474
+ "Overall_Hr_Total": 6,
475
+ "Number_Of_Voice": 42,
476
+ },
477
+ "sl": {
478
+ "Language": "Slovenian",
479
+ "Date": "2020-12-11",
480
+ "Size": "212 MB",
481
+ "Version": "sl_7h_2020-12-11",
482
+ "Validated_Hr_Total": 5,
483
+ "Overall_Hr_Total": 7,
484
+ "Number_Of_Voice": 82,
485
+ },
486
+ "sv-SE": {
487
+ "Language": "Swedish",
488
+ "Date": "2020-12-11",
489
+ "Size": "402 MB",
490
+ "Version": "sv-SE_15h_2020-12-11",
491
+ "Validated_Hr_Total": 12,
492
+ "Overall_Hr_Total": 15,
493
+ "Number_Of_Voice": 222,
494
+ },
495
+ "ta": {
496
+ "Language": "Tamil",
497
+ "Date": "2020-12-11",
498
+ "Size": "648 MB",
499
+ "Version": "ta_24h_2020-12-11",
500
+ "Validated_Hr_Total": 14,
501
+ "Overall_Hr_Total": 24,
502
+ "Number_Of_Voice": 266,
503
+ },
504
+ "th": {
505
+ "Language": "Thai",
506
+ "Date": "2020-12-11",
507
+ "Size": "325 MB",
508
+ "Version": "th_12h_2020-12-11",
509
+ "Validated_Hr_Total": 8,
510
+ "Overall_Hr_Total": 12,
511
+ "Number_Of_Voice": 182,
512
+ },
513
+ "tr": {
514
+ "Language": "Turkish",
515
+ "Date": "2020-12-11",
516
+ "Size": "592 MB",
517
+ "Version": "tr_22h_2020-12-11",
518
+ "Validated_Hr_Total": 20,
519
+ "Overall_Hr_Total": 22,
520
+ "Number_Of_Voice": 678,
521
+ },
522
+ "tt": {
523
+ "Language": "Tatar",
524
+ "Date": "2020-12-11",
525
+ "Size": "741 MB",
526
+ "Version": "tt_28h_2020-12-11",
527
+ "Validated_Hr_Total": 26,
528
+ "Overall_Hr_Total": 28,
529
+ "Number_Of_Voice": 185,
530
+ },
531
+ "uk": {
532
+ "Language": "Ukrainian",
533
+ "Date": "2020-12-11",
534
+ "Size": "1 GB",
535
+ "Version": "uk_43h_2020-12-11",
536
+ "Validated_Hr_Total": 30,
537
+ "Overall_Hr_Total": 43,
538
+ "Number_Of_Voice": 459,
539
+ },
540
+ "vi": {
541
+ "Language": "Vietnamese",
542
+ "Date": "2020-12-11",
543
+ "Size": "50 MB",
544
+ "Version": "vi_1h_2020-12-11",
545
+ "Validated_Hr_Total": 0.74,
546
+ "Overall_Hr_Total": 1,
547
+ "Number_Of_Voice": 62,
548
+ },
549
+ "vot": {
550
+ "Language": "Votic",
551
+ "Date": "2020-12-11",
552
+ "Size": "7 MB",
553
+ "Version": "vot_0.28h_2020-12-11",
554
+ "Validated_Hr_Total": 0,
555
+ "Overall_Hr_Total": 0.28,
556
+ "Number_Of_Voice": 3,
557
+ },
558
+ "zh-CN": {
559
+ "Language": "Chinese (China)",
560
+ "Date": "2020-12-11",
561
+ "Size": "2 GB",
562
+ "Version": "zh-CN_78h_2020-12-11",
563
+ "Validated_Hr_Total": 56,
564
+ "Overall_Hr_Total": 78,
565
+ "Number_Of_Voice": 3501,
566
+ },
567
+ "zh-HK": {
568
+ "Language": "Chinese (Hong Kong)",
569
+ "Date": "2020-12-11",
570
+ "Size": "3 GB",
571
+ "Version": "zh-HK_100h_2020-12-11",
572
+ "Validated_Hr_Total": 50,
573
+ "Overall_Hr_Total": 100,
574
+ "Number_Of_Voice": 2536,
575
+ },
576
+ "zh-TW": {
577
+ "Language": "Chinese (Taiwan)",
578
+ "Date": "2020-12-11",
579
+ "Size": "2 GB",
580
+ "Version": "zh-TW_78h_2020-12-11",
581
+ "Validated_Hr_Total": 55,
582
+ "Overall_Hr_Total": 78,
583
+ "Number_Of_Voice": 1444,
584
+ },
585
+ }
586
+
587
+
588
+ class CommonVoiceConfig(datasets.BuilderConfig):
589
+ """BuilderConfig for CommonVoice."""
590
+
591
+ def __init__(self, name, sub_version, **kwargs):
592
+ """
593
+ Args:
594
+ data_dir: `string`, the path to the folder containing the files in the
595
+ downloaded .tar
596
+ citation: `string`, citation for the data set
597
+ url: `string`, url for information about the data set
598
+ **kwargs: keyword arguments forwarded to super.
599
+ """
600
+ self.sub_version = sub_version
601
+ self.language = kwargs.pop("language", None)
602
+ self.date_of_snapshot = kwargs.pop("date", None)
603
+ self.size = kwargs.pop("size", None)
604
+ self.validated_hr_total = kwargs.pop("val_hrs", None)
605
+ self.total_hr_total = kwargs.pop("total_hrs", None)
606
+ self.num_of_voice = kwargs.pop("num_of_voice", None)
607
+ description = f"Common Voice speech to text dataset in {self.language} version {self.sub_version} of {self.date_of_snapshot}. The dataset comprises {self.validated_hr_total} of validated transcribed speech data from {self.num_of_voice} speakers. The dataset has a size of {self.size}"
608
+ super(CommonVoiceConfig, self).__init__(
609
+ name=name, version=datasets.Version("7.0.0", ""), description=description, **kwargs
610
+ )
611
+
612
+
613
+ class CommonVoice(datasets.GeneratorBasedBuilder):
614
+
615
+ BUILDER_CONFIGS = [
616
+ CommonVoiceConfig(
617
+ name=lang_id,
618
+ language=_LANGUAGES[lang_id]["Language"],
619
+ sub_version=_LANGUAGES[lang_id]["Version"],
620
+ date=_LANGUAGES[lang_id]["Date"],
621
+ size=_LANGUAGES[lang_id]["Size"],
622
+ val_hrs=_LANGUAGES[lang_id]["Validated_Hr_Total"],
623
+ total_hrs=_LANGUAGES[lang_id]["Overall_Hr_Total"],
624
+ num_of_voice=_LANGUAGES[lang_id]["Number_Of_Voice"],
625
+ )
626
+ for lang_id in _LANGUAGES.keys()
627
+ ]
628
+
629
+ def _info(self):
630
+ features = datasets.Features(
631
+ {
632
+ "client_id": datasets.Value("string"),
633
+ "path": datasets.Value("string"),
634
+ "sentence": datasets.Value("string"),
635
+ "up_votes": datasets.Value("int64"),
636
+ "down_votes": datasets.Value("int64"),
637
+ "age": datasets.Value("string"),
638
+ "gender": datasets.Value("string"),
639
+ "accent": datasets.Value("string"),
640
+ "locale": datasets.Value("string"),
641
+ "segment": datasets.Value("string"),
642
+ }
643
+ )
644
+
645
+ return datasets.DatasetInfo(
646
+ description=_DESCRIPTION,
647
+ features=features,
648
+ supervised_keys=None,
649
+ homepage=_HOMEPAGE,
650
+ license=_LICENSE,
651
+ citation=_CITATION,
652
+ )
653
+
654
+ def _split_generators(self, dl_manager):
655
+ """Returns SplitGenerators."""
656
+ if self.config.data_dir:
657
+ abs_path_to_data = os.path.join(self.config.data_dir, self.config.name)
658
+ else:
659
+ dl_path = dl_manager.download_and_extract(_DATA_URL.format(self.config.name))
660
+ abs_path_to_data = os.path.join(dl_path, "cv-corpus-6.1-2020-12-11", self.config.name)
661
+ abs_path_to_clips = os.path.join(abs_path_to_data, "clips")
662
+
663
+ return [
664
+ datasets.SplitGenerator(
665
+ name=datasets.Split.TRAIN,
666
+ gen_kwargs={
667
+ "filepath": os.path.join(abs_path_to_data, "train.tsv"),
668
+ "path_to_clips": abs_path_to_clips,
669
+ },
670
+ ),
671
+ datasets.SplitGenerator(
672
+ name=datasets.Split.TEST,
673
+ gen_kwargs={
674
+ "filepath": os.path.join(abs_path_to_data, "test.tsv"),
675
+ "path_to_clips": abs_path_to_clips,
676
+ },
677
+ ),
678
+ datasets.SplitGenerator(
679
+ name=datasets.Split.VALIDATION,
680
+ gen_kwargs={
681
+ "filepath": os.path.join(abs_path_to_data, "dev.tsv"),
682
+ "path_to_clips": abs_path_to_clips,
683
+ },
684
+ ),
685
+ datasets.SplitGenerator(
686
+ name="other",
687
+ gen_kwargs={
688
+ "filepath": os.path.join(abs_path_to_data, "other.tsv"),
689
+ "path_to_clips": abs_path_to_clips,
690
+ },
691
+ ),
692
+ datasets.SplitGenerator(
693
+ name="invalidated",
694
+ gen_kwargs={
695
+ "filepath": os.path.join(abs_path_to_data, "invalidated.tsv"),
696
+ "path_to_clips": abs_path_to_clips,
697
+ },
698
+ ),
699
+ ]
700
+
701
+ def _generate_examples(self, filepath, path_to_clips):
702
+ """Yields examples."""
703
+ data_fields = list(self._info().features.keys())
704
+ path_idx = data_fields.index("path")
705
+
706
+ with open(filepath, encoding="utf-8") as f:
707
+ lines = f.readlines()
708
+ headline = lines[0]
709
+
710
+ column_names = headline.strip().split("\t")
711
+ assert (
712
+ column_names == data_fields
713
+ ), f"The file should have {data_fields} as column names, but has {column_names}"
714
+
715
+ for id_, line in enumerate(lines[1:]):
716
+ field_values = line.strip().split("\t")
717
+
718
+ # set absolute path for mp3 audio file
719
+ field_values[path_idx] = os.path.join(path_to_clips, field_values[path_idx])
720
+
721
+ # if data is incomplete, fill with empty values
722
+ if len(field_values) < len(data_fields):
723
+ field_values += (len(data_fields) - len(field_values)) * ["''"]
724
+
725
+ yield id_, {key: value for key, value in zip(data_fields, field_values)}
er2 ADDED
@@ -0,0 +1,259 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
0
  0%| | 0/1 [00:00<?, ?ba/s]
 
1
  0%| | 0/1 [00:00<?, ?ba/s]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ loading configuration file https://huggingface.co/cahya/wav2vec2-base-turkish-artificial-cv/resolve/main/config.json from cache at /home/cahya/.cache/huggingface/transformers/47f005d7b541562c0734cfe1b8aaf7f644846084b33a9247f5810d5a16d001a7.1c2175954f7220a41c71683d239699eb295d40ec92ac51faac3b85ad4bef2ad8
2
+ /home/cahya/Work/MachineLearning/transformers/src/transformers/configuration_utils.py:353: UserWarning: Passing `gradient_checkpointing` to a config initialization is deprecated and will be removed in v5 Transformers. Using `model.gradient_checkpointing_enable()` instead, or if you are using the `Trainer` API, pass `gradient_checkpointing=True` in your `TrainingArguments`.
3
+ warnings.warn(
4
+ Model config Wav2Vec2Config {
5
+ "_name_or_path": "cahya/wav2vec2-base-turkish-artificial-cv",
6
+ "activation_dropout": 0.055,
7
+ "adapter_kernel_size": 3,
8
+ "adapter_stride": 2,
9
+ "add_adapter": false,
10
+ "apply_spec_augment": true,
11
+ "architectures": [
12
+ "Wav2Vec2ForCTC"
13
+ ],
14
+ "attention_dropout": 0.094,
15
+ "bos_token_id": 1,
16
+ "classifier_proj_size": 256,
17
+ "codevector_dim": 256,
18
+ "contrastive_logits_temperature": 0.1,
19
+ "conv_bias": false,
20
+ "conv_dim": [
21
+ 512,
22
+ 512,
23
+ 512,
24
+ 512,
25
+ 512,
26
+ 512,
27
+ 512
28
+ ],
29
+ "conv_kernel": [
30
+ 10,
31
+ 3,
32
+ 3,
33
+ 3,
34
+ 3,
35
+ 2,
36
+ 2
37
+ ],
38
+ "conv_stride": [
39
+ 5,
40
+ 2,
41
+ 2,
42
+ 2,
43
+ 2,
44
+ 2,
45
+ 2
46
+ ],
47
+ "ctc_loss_reduction": "mean",
48
+ "ctc_zero_infinity": true,
49
+ "diversity_loss_weight": 0.1,
50
+ "do_stable_layer_norm": false,
51
+ "eos_token_id": 2,
52
+ "feat_extract_activation": "gelu",
53
+ "feat_extract_norm": "group",
54
+ "feat_proj_dropout": 0.04,
55
+ "feat_quantizer_dropout": 0.0,
56
+ "final_dropout": 0.1,
57
+ "gradient_checkpointing": true,
58
+ "hidden_act": "gelu",
59
+ "hidden_dropout": 0.047,
60
+ "hidden_size": 768,
61
+ "initializer_range": 0.02,
62
+ "intermediate_size": 3072,
63
+ "layer_norm_eps": 1e-05,
64
+ "layerdrop": 0.041,
65
+ "mask_feature_length": 10,
66
+ "mask_feature_min_masks": 0,
67
+ "mask_feature_prob": 0.0,
68
+ "mask_time_length": 10,
69
+ "mask_time_min_masks": 2,
70
+ "mask_time_prob": 0.4,
71
+ "model_type": "wav2vec2",
72
+ "num_adapter_layers": 3,
73
+ "num_attention_heads": 12,
74
+ "num_codevector_groups": 2,
75
+ "num_codevectors_per_group": 320,
76
+ "num_conv_pos_embedding_groups": 16,
77
+ "num_conv_pos_embeddings": 128,
78
+ "num_feat_extract_layers": 7,
79
+ "num_hidden_layers": 12,
80
+ "num_negatives": 100,
81
+ "output_hidden_size": 768,
82
+ "pad_token_id": 39,
83
+ "proj_codevector_dim": 256,
84
+ "tdnn_dilation": [
85
+ 1,
86
+ 2,
87
+ 3,
88
+ 1,
89
+ 1
90
+ ],
91
+ "tdnn_dim": [
92
+ 512,
93
+ 512,
94
+ 512,
95
+ 512,
96
+ 1500
97
+ ],
98
+ "tdnn_kernel": [
99
+ 5,
100
+ 3,
101
+ 3,
102
+ 1,
103
+ 1
104
+ ],
105
+ "transformers_version": "4.17.0.dev0",
106
+ "use_weighted_layer_sum": false,
107
+ "vocab_size": 40,
108
+ "xvector_output_dim": 512
109
+ }
110
+
111
+
112
  0%| | 0/1 [00:00<?, ?ba/s]
113
+
114
  0%| | 0/1 [00:00<?, ?ba/s]
115
+ Didn't find file ./output/tokenizer_config.json. We won't load it.
116
+ Didn't find file ./output/added_tokens.json. We won't load it.
117
+ Didn't find file ./output/special_tokens_map.json. We won't load it.
118
+ Didn't find file ./output/tokenizer.json. We won't load it.
119
+ loading file ./output/vocab.json
120
+ loading file None
121
+ loading file None
122
+ loading file None
123
+ loading file None
124
+ file ./output/config.json not found
125
+ Adding <s> to the vocabulary
126
+ Adding </s> to the vocabulary
127
+ Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
128
+ loading configuration file https://huggingface.co/cahya/wav2vec2-base-turkish-artificial-cv/resolve/main/config.json from cache at /home/cahya/.cache/huggingface/transformers/47f005d7b541562c0734cfe1b8aaf7f644846084b33a9247f5810d5a16d001a7.1c2175954f7220a41c71683d239699eb295d40ec92ac51faac3b85ad4bef2ad8
129
+ Model config Wav2Vec2Config {
130
+ "_name_or_path": "cahya/wav2vec2-base-turkish-artificial-cv",
131
+ "activation_dropout": 0.055,
132
+ "adapter_kernel_size": 3,
133
+ "adapter_stride": 2,
134
+ "add_adapter": false,
135
+ "apply_spec_augment": true,
136
+ "architectures": [
137
+ "Wav2Vec2ForCTC"
138
+ ],
139
+ "attention_dropout": 0.094,
140
+ "bos_token_id": 1,
141
+ "classifier_proj_size": 256,
142
+ "codevector_dim": 256,
143
+ "contrastive_logits_temperature": 0.1,
144
+ "conv_bias": false,
145
+ "conv_dim": [
146
+ 512,
147
+ 512,
148
+ 512,
149
+ 512,
150
+ 512,
151
+ 512,
152
+ 512
153
+ ],
154
+ "conv_kernel": [
155
+ 10,
156
+ 3,
157
+ 3,
158
+ 3,
159
+ 3,
160
+ 2,
161
+ 2
162
+ ],
163
+ "conv_stride": [
164
+ 5,
165
+ 2,
166
+ 2,
167
+ 2,
168
+ 2,
169
+ 2,
170
+ 2
171
+ ],
172
+ "ctc_loss_reduction": "mean",
173
+ "ctc_zero_infinity": true,
174
+ "diversity_loss_weight": 0.1,
175
+ "do_stable_layer_norm": false,
176
+ "eos_token_id": 2,
177
+ "feat_extract_activation": "gelu",
178
+ "feat_extract_norm": "group",
179
+ "feat_proj_dropout": 0.04,
180
+ "feat_quantizer_dropout": 0.0,
181
+ "final_dropout": 0.1,
182
+ "gradient_checkpointing": true,
183
+ "hidden_act": "gelu",
184
+ "hidden_dropout": 0.047,
185
+ "hidden_size": 768,
186
+ "initializer_range": 0.02,
187
+ "intermediate_size": 3072,
188
+ "layer_norm_eps": 1e-05,
189
+ "layerdrop": 0.041,
190
+ "mask_feature_length": 10,
191
+ "mask_feature_min_masks": 0,
192
+ "mask_feature_prob": 0.0,
193
+ "mask_time_length": 10,
194
+ "mask_time_min_masks": 2,
195
+ "mask_time_prob": 0.4,
196
+ "model_type": "wav2vec2",
197
+ "num_adapter_layers": 3,
198
+ "num_attention_heads": 12,
199
+ "num_codevector_groups": 2,
200
+ "num_codevectors_per_group": 320,
201
+ "num_conv_pos_embedding_groups": 16,
202
+ "num_conv_pos_embeddings": 128,
203
+ "num_feat_extract_layers": 7,
204
+ "num_hidden_layers": 12,
205
+ "num_negatives": 100,
206
+ "output_hidden_size": 768,
207
+ "pad_token_id": 39,
208
+ "proj_codevector_dim": 256,
209
+ "tdnn_dilation": [
210
+ 1,
211
+ 2,
212
+ 3,
213
+ 1,
214
+ 1
215
+ ],
216
+ "tdnn_dim": [
217
+ 512,
218
+ 512,
219
+ 512,
220
+ 512,
221
+ 1500
222
+ ],
223
+ "tdnn_kernel": [
224
+ 5,
225
+ 3,
226
+ 3,
227
+ 1,
228
+ 1
229
+ ],
230
+ "transformers_version": "4.17.0.dev0",
231
+ "use_weighted_layer_sum": false,
232
+ "vocab_size": 40,
233
+ "xvector_output_dim": 512
234
+ }
235
+
236
+ loading feature extractor configuration file https://huggingface.co/cahya/wav2vec2-base-turkish-artificial-cv/resolve/main/preprocessor_config.json from cache at /home/cahya/.cache/huggingface/transformers/34433162acde7e1ca4a265d8ae309442e4ddadff37e6e37d2d37eb7133f65f8f.fcd266b775b7f33ba9b607a0fee7cc615aeb2eb281586f046280492ea380ae23
237
+ Feature extractor Wav2Vec2FeatureExtractor {
238
+ "do_normalize": true,
239
+ "feature_extractor_type": "Wav2Vec2FeatureExtractor",
240
+ "feature_size": 1,
241
+ "padding_side": "right",
242
+ "padding_value": 0.0,
243
+ "return_attention_mask": true,
244
+ "sampling_rate": 16000
245
+ }
246
+
247
+ loading weights file https://huggingface.co/cahya/wav2vec2-base-turkish-artificial-cv/resolve/main/pytorch_model.bin from cache at /home/cahya/.cache/huggingface/transformers/3b3f7d0041c2b08b031c8357e39249bdbc06c8bfcd5a9f8891c7f259b07a0b85.356b4eec0d55a5c4d2d480c2dd2ea2cc0c867771bc39b8cdc97b629e4206482c
248
+ Traceback (most recent call last):
249
+ File "run_speech_recognition_ctc.py", line 745, in <module>
250
+ main()
251
+ File "run_speech_recognition_ctc.py", line 552, in main
252
+ model = AutoModelForCTC.from_pretrained(
253
+ File "/home/cahya/Work/MachineLearning/transformers/src/transformers/models/auto/auto_factory.py", line 447, in from_pretrained
254
+ return model_class.from_pretrained(pretrained_model_name_or_path, *model_args, config=config, **kwargs)
255
+ File "/home/cahya/Work/MachineLearning/transformers/src/transformers/modeling_utils.py", line 1528, in from_pretrained
256
+ model, missing_keys, unexpected_keys, mismatched_keys, error_msgs = cls._load_state_dict_into_model(
257
+ File "/home/cahya/Work/MachineLearning/transformers/src/transformers/modeling_utils.py", line 1682, in _load_state_dict_into_model
258
+ raise RuntimeError(f"Error(s) in loading state_dict for {model.__class__.__name__}:\n\t{error_msg}")
259
+ RuntimeError: Error(s) in loading state_dict for Wav2Vec2ForCTC:
260
+ size mismatch for lm_head.weight: copying a param with shape torch.Size([40, 768]) from checkpoint, the shape in current model is torch.Size([41, 768]).
261
+ size mismatch for lm_head.bias: copying a param with shape torch.Size([40]) from checkpoint, the shape in current model is torch.Size([41]).
err ADDED
@@ -0,0 +1,214 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ training_args.do_train: True
2
+ 01/28/2022 11:13:09 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: False
3
+ 01/28/2022 11:13:09 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
4
+ _n_gpu=1,
5
+ adafactor=False,
6
+ adam_beta1=0.9,
7
+ adam_beta2=0.999,
8
+ adam_epsilon=1e-08,
9
+ bf16=False,
10
+ bf16_full_eval=False,
11
+ dataloader_drop_last=False,
12
+ dataloader_num_workers=0,
13
+ dataloader_pin_memory=True,
14
+ ddp_bucket_cap_mb=None,
15
+ ddp_find_unused_parameters=None,
16
+ debug=[],
17
+ deepspeed=None,
18
+ disable_tqdm=False,
19
+ do_eval=True,
20
+ do_predict=False,
21
+ do_train=True,
22
+ eval_accumulation_steps=None,
23
+ eval_steps=500,
24
+ evaluation_strategy=IntervalStrategy.STEPS,
25
+ fp16=False,
26
+ fp16_backend=auto,
27
+ fp16_full_eval=False,
28
+ fp16_opt_level=O1,
29
+ gradient_accumulation_steps=4,
30
+ gradient_checkpointing=True,
31
+ greater_is_better=None,
32
+ group_by_length=True,
33
+ half_precision_backend=auto,
34
+ hub_model_id=None,
35
+ hub_strategy=HubStrategy.EVERY_SAVE,
36
+ hub_token=<HUB_TOKEN>,
37
+ ignore_data_skip=False,
38
+ label_names=None,
39
+ label_smoothing_factor=0.0,
40
+ learning_rate=7.5e-07,
41
+ length_column_name=input_length,
42
+ load_best_model_at_end=False,
43
+ local_rank=-1,
44
+ log_level=-1,
45
+ log_level_replica=-1,
46
+ log_on_each_node=True,
47
+ logging_dir=./output/runs/Jan28_11-13-09_arjuna,
48
+ logging_first_step=False,
49
+ logging_nan_inf_filter=True,
50
+ logging_steps=100,
51
+ logging_strategy=IntervalStrategy.STEPS,
52
+ lr_scheduler_type=SchedulerType.LINEAR,
53
+ max_grad_norm=1.0,
54
+ max_steps=-1,
55
+ metric_for_best_model=None,
56
+ mp_parameters=,
57
+ no_cuda=False,
58
+ num_train_epochs=1.0,
59
+ optim=OptimizerNames.ADAMW_HF,
60
+ output_dir=./output,
61
+ overwrite_output_dir=True,
62
+ past_index=-1,
63
+ per_device_eval_batch_size=2,
64
+ per_device_train_batch_size=2,
65
+ prediction_loss_only=False,
66
+ push_to_hub=True,
67
+ push_to_hub_model_id=None,
68
+ push_to_hub_organization=None,
69
+ push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
70
+ remove_unused_columns=True,
71
+ report_to=['tensorboard'],
72
+ resume_from_checkpoint=None,
73
+ run_name=./output,
74
+ save_on_each_node=False,
75
+ save_steps=500,
76
+ save_strategy=IntervalStrategy.STEPS,
77
+ save_total_limit=3,
78
+ seed=42,
79
+ sharded_ddp=[],
80
+ skip_memory_metrics=True,
81
+ tf32=None,
82
+ tpu_metrics_debug=False,
83
+ tpu_num_cores=None,
84
+ use_legacy_prediction_loop=False,
85
+ warmup_ratio=0.0,
86
+ warmup_steps=2000,
87
+ weight_decay=0.0,
88
+ xpu_backend=None,
89
+ )
90
+ do_train: True
91
+ load train
92
+ 01/28/2022 11:13:09 - WARNING - datasets.builder - Reusing dataset common_voice (/home/cahya/.cache/huggingface/datasets/common_voice/tr/6.1.0/5693bfc0feeade582a78c2fb250bc88f52bd86f0a7f1bb22bfee67e715de30fd)
93
+ 01/28/2022 11:13:10 - WARNING - datasets.builder - Reusing dataset common_voice (/home/cahya/.cache/huggingface/datasets/common_voice/tr/6.1.0/5693bfc0feeade582a78c2fb250bc88f52bd86f0a7f1bb22bfee67e715de30fd)
94
+ char ignored: [',', '?', '.', '!', ';', ':', '""', '%', "'", '"', "'", "'", '`', '…', '’', '»', '«', '‘', '“', '”', '�', 'é', 'û'] [,?.!;:""%'"''`…’»«‘“”�éû]
95
+ 01/28/2022 11:13:10 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/common_voice/tr/6.1.0/5693bfc0feeade582a78c2fb250bc88f52bd86f0a7f1bb22bfee67e715de30fd/cache-a0df3a81748e62dd.arrow
96
+ 01/28/2022 11:13:10 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /home/cahya/.cache/huggingface/datasets/common_voice/tr/6.1.0/5693bfc0feeade582a78c2fb250bc88f52bd86f0a7f1bb22bfee67e715de30fd/cache-859966f17c7349fb.arrow
97
+ config: Wav2Vec2Config {
98
+ "_name_or_path": "cahya/wav2vec2-base-turkish-artificial-cv",
99
+ "activation_dropout": 0.055,
100
+ "adapter_kernel_size": 3,
101
+ "adapter_stride": 2,
102
+ "add_adapter": false,
103
+ "apply_spec_augment": true,
104
+ "architectures": [
105
+ "Wav2Vec2ForCTC"
106
+ ],
107
+ "attention_dropout": 0.094,
108
+ "bos_token_id": 1,
109
+ "classifier_proj_size": 256,
110
+ "codevector_dim": 256,
111
+ "contrastive_logits_temperature": 0.1,
112
+ "conv_bias": false,
113
+ "conv_dim": [
114
+ 512,
115
+ 512,
116
+ 512,
117
+ 512,
118
+ 512,
119
+ 512,
120
+ 512
121
+ ],
122
+ "conv_kernel": [
123
+ 10,
124
+ 3,
125
+ 3,
126
+ 3,
127
+ 3,
128
+ 2,
129
+ 2
130
+ ],
131
+ "conv_stride": [
132
+ 5,
133
+ 2,
134
+ 2,
135
+ 2,
136
+ 2,
137
+ 2,
138
+ 2
139
+ ],
140
+ "ctc_loss_reduction": "mean",
141
+ "ctc_zero_infinity": true,
142
+ "diversity_loss_weight": 0.1,
143
+ "do_stable_layer_norm": false,
144
+ "eos_token_id": 2,
145
+ "feat_extract_activation": "gelu",
146
+ "feat_extract_norm": "group",
147
+ "feat_proj_dropout": 0.04,
148
+ "feat_quantizer_dropout": 0.0,
149
+ "final_dropout": 0.1,
150
+ "gradient_checkpointing": true,
151
+ "hidden_act": "gelu",
152
+ "hidden_dropout": 0.047,
153
+ "hidden_size": 768,
154
+ "initializer_range": 0.02,
155
+ "intermediate_size": 3072,
156
+ "layer_norm_eps": 1e-05,
157
+ "layerdrop": 0.041,
158
+ "mask_feature_length": 10,
159
+ "mask_feature_min_masks": 0,
160
+ "mask_feature_prob": 0.0,
161
+ "mask_time_length": 10,
162
+ "mask_time_min_masks": 2,
163
+ "mask_time_prob": 0.4,
164
+ "model_type": "wav2vec2",
165
+ "num_adapter_layers": 3,
166
+ "num_attention_heads": 12,
167
+ "num_codevector_groups": 2,
168
+ "num_codevectors_per_group": 320,
169
+ "num_conv_pos_embedding_groups": 16,
170
+ "num_conv_pos_embeddings": 128,
171
+ "num_feat_extract_layers": 7,
172
+ "num_hidden_layers": 12,
173
+ "num_negatives": 100,
174
+ "output_hidden_size": 768,
175
+ "pad_token_id": 39,
176
+ "proj_codevector_dim": 256,
177
+ "tdnn_dilation": [
178
+ 1,
179
+ 2,
180
+ 3,
181
+ 1,
182
+ 1
183
+ ],
184
+ "tdnn_dim": [
185
+ 512,
186
+ 512,
187
+ 512,
188
+ 512,
189
+ 1500
190
+ ],
191
+ "tdnn_kernel": [
192
+ 5,
193
+ 3,
194
+ 3,
195
+ 1,
196
+ 1
197
+ ],
198
+ "transformers_version": "4.17.0.dev0",
199
+ "use_weighted_layer_sum": false,
200
+ "vocab_size": 40,
201
+ "xvector_output_dim": 512
202
+ }
203
+
204
+ dataset: DatasetDict({
205
+ train: Dataset({
206
+ features: ['client_id', 'path', 'audio', 'up_votes', 'down_votes', 'age', 'gender', 'accent', 'locale', 'segment', 'target_text'],
207
+ num_rows: 3478
208
+ })
209
+ eval: Dataset({
210
+ features: ['client_id', 'path', 'audio', 'up_votes', 'down_votes', 'age', 'gender', 'accent', 'locale', 'segment', 'target_text'],
211
+ num_rows: 1647
212
+ })
213
+ })
214
+ vocab: {'-': 1, 'a': 2, 'b': 3, 'c': 4, 'd': 5, 'e': 6, 'f': 7, 'g': 8, 'h': 9, 'i': 10, 'j': 11, 'k': 12, 'l': 13, 'm': 14, 'n': 15, 'o': 16, 'p': 17, 'q': 18, 'r': 19, 's': 20, 't': 21, 'u': 22, 'v': 23, 'w': 24, 'x': 25, 'y': 26, 'z': 27, 'â': 28, 'ç': 29, 'ë': 30, 'î': 31, 'ö': 32, 'ü': 33, 'ğ': 34, 'ı': 35, 'ş': 36, '̇': 37, '|': 0, '[UNK]': 38, '[PAD]': 39}
eval.py ADDED
@@ -0,0 +1,138 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env python3
2
+ import argparse
3
+ import re
4
+ from typing import Dict
5
+
6
+ import torch
7
+ from datasets import Audio, Dataset, load_dataset, load_metric
8
+
9
+ from transformers import AutoFeatureExtractor, pipeline
10
+
11
+
12
+ def log_results(result: Dataset, args: Dict[str, str]):
13
+ """DO NOT CHANGE. This function computes and logs the result metrics."""
14
+
15
+ log_outputs = args.log_outputs
16
+ dataset_id = "_".join(args.dataset.split("/") + [args.config, args.split])
17
+
18
+ # load metric
19
+ wer = load_metric("wer")
20
+ cer = load_metric("cer")
21
+
22
+ # compute metrics
23
+ wer_result = wer.compute(references=result["target"], predictions=result["prediction"])
24
+ cer_result = cer.compute(references=result["target"], predictions=result["prediction"])
25
+
26
+ # print & log results
27
+ result_str = f"WER: {wer_result}\n" f"CER: {cer_result}"
28
+ print(result_str)
29
+
30
+ with open(f"{dataset_id}_eval_results.txt", "w") as f:
31
+ f.write(result_str)
32
+
33
+ # log all results in text file. Possibly interesting for analysis
34
+ if log_outputs is not None:
35
+ pred_file = f"log_{dataset_id}_predictions.txt"
36
+ target_file = f"log_{dataset_id}_targets.txt"
37
+
38
+ with open(pred_file, "w") as p, open(target_file, "w") as t:
39
+
40
+ # mapping function to write output
41
+ def write_to_file(batch, i):
42
+ p.write(f"{i}" + "\n")
43
+ p.write(batch["prediction"] + "\n")
44
+ t.write(f"{i}" + "\n")
45
+ t.write(batch["target"] + "\n")
46
+
47
+ result.map(write_to_file, with_indices=True)
48
+
49
+
50
+ def normalize_text(text: str) -> str:
51
+ """DO ADAPT FOR YOUR USE CASE. this function normalizes the target text."""
52
+ chars_to_ignore_regex = '[,?.!-;:""%\'"\'\'`…’»«‘“”�éû]' # noqa: W605 IMPORTANT: this should correspond to the chars that were ignored during training
53
+
54
+ text = re.sub(chars_to_ignore_regex, "", text.lower())
55
+
56
+ # In addition, we can normalize the target text, e.g. removing new lines characters etc...
57
+ # note that order is important here!
58
+ token_sequences_to_ignore = ["\n\n", "\n", " ", " "]
59
+
60
+ for t in token_sequences_to_ignore:
61
+ text = " ".join(text.split(t))
62
+
63
+ return text
64
+
65
+
66
+ def main(args):
67
+ # load dataset
68
+ dataset = load_dataset(args.dataset, args.config, data_dir=args.data_dir, split=args.split, use_auth_token=True)
69
+
70
+ # for testing: only process the first two examples as a test
71
+ # dataset = dataset.select(range(10))
72
+
73
+ # load processor
74
+ feature_extractor = AutoFeatureExtractor.from_pretrained(args.model_id)
75
+ sampling_rate = feature_extractor.sampling_rate
76
+
77
+ # resample audio
78
+ dataset = dataset.cast_column("audio", Audio(sampling_rate=sampling_rate))
79
+
80
+ # load eval pipeline
81
+ if args.device is None:
82
+ args.device = 0 if torch.cuda.is_available() else -1
83
+ asr = pipeline("automatic-speech-recognition", model=args.model_id, device=args.device)
84
+
85
+ # map function to decode audio
86
+ def map_to_pred(batch):
87
+ prediction = asr(
88
+ batch["audio"]["array"], chunk_length_s=args.chunk_length_s, stride_length_s=args.stride_length_s
89
+ )
90
+
91
+ batch["prediction"] = prediction["text"]
92
+ batch["target"] = normalize_text(batch["sentence"])
93
+ return batch
94
+
95
+ # run inference on all examples
96
+ result = dataset.map(map_to_pred, remove_columns=dataset.column_names)
97
+
98
+ # compute and log_results
99
+ # do not change function below
100
+ log_results(result, args)
101
+
102
+
103
+ if __name__ == "__main__":
104
+ parser = argparse.ArgumentParser()
105
+
106
+ parser.add_argument(
107
+ "--model_id", type=str, required=True, help="Model identifier. Should be loadable with 🤗 Transformers"
108
+ )
109
+ parser.add_argument(
110
+ "--dataset",
111
+ type=str,
112
+ required=True,
113
+ help="Dataset name to evaluate the `model_id`. Should be loadable with 🤗 Datasets",
114
+ )
115
+ parser.add_argument(
116
+ "--config", type=str, required=True, help="Config of the dataset. *E.g.* `'en'` for Common Voice"
117
+ )
118
+ parser.add_argument("--data_dir", type=str, required=False, default=None,
119
+ help="The directory contains the dataset")
120
+ parser.add_argument("--split", type=str, required=True, help="Split of the dataset. *E.g.* `'test'`")
121
+ parser.add_argument(
122
+ "--chunk_length_s", type=float, default=None, help="Chunk length in seconds. Defaults to 5 seconds."
123
+ )
124
+ parser.add_argument(
125
+ "--stride_length_s", type=float, default=None, help="Stride of the audio chunks. Defaults to 1 second."
126
+ )
127
+ parser.add_argument(
128
+ "--log_outputs", action="store_true", help="If defined, write outputs to log file for analysis."
129
+ )
130
+ parser.add_argument(
131
+ "--device",
132
+ type=int,
133
+ default=None,
134
+ help="The device to run the pipeline on. -1 for CPU (default), 0 for the first GPU and so on.",
135
+ )
136
+ args = parser.parse_args()
137
+
138
+ main(args)
log_common_voice_tr_test_predictions.txt ADDED
@@ -0,0 +1,3294 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 0
2
+ pek çoğu da roman toplumunda gariyor
3
+ 1
4
+ geçiş ülkelerinde yaşananlar ise karışık
5
+ 2
6
+ örneğin maaşlar artıyor
7
+ 3
8
+ aşırı derecede kapalı bir ortamımız var
9
+ 4
10
+ i̇ş veren dernekleri ise girişimi destekliyor
11
+ 5
12
+ festival pazar günü sona eriyor
13
+ 6
14
+ bunun dışında bir başına bu yaşlıca teyze
15
+ 7
16
+ seydiu şimdi iki mevki de kaybetti
17
+ 8
18
+ bu yıla ilişkin beklentileriniz nelerdir
19
+ 9
20
+ sırbistan da bu hala yapılamıyor
21
+ 10
22
+ bu konu üzerinde iyi düşünmemiz gerekir
23
+ 11
24
+ park alanlar çoğunlukla ücretsiz
25
+ 12
26
+ bunlardan ilki zorunlu orta öğretim getirilmesi
27
+ 13
28
+ özetle makedonyayı başarılı bir yıl bekliyor
29
+ 14
30
+ ayrıca planda ana okulları da bulunuyor
31
+ 15
32
+ reform çabalarının hızlandırılması gerekiyor
33
+ 16
34
+ bunlar hâlâ da çözüm bekliyor
35
+ 17
36
+ şimdi ise gurur duyulacak bir bir tesis haline geldi
37
+ 18
38
+ krivokapiç ise talebi reddetti
39
+ 19
40
+ bu seçimlerin yeni özelliği budur
41
+ 20
42
+ yine de her iki grup farklı sorunlar çıkarıyor
43
+ 21
44
+ gayet iddialıyız
45
+ 22
46
+ beş göstericinin silah taşıdığı iddia ediliyor
47
+ 23
48
+ bölgede yenilenen işbirliği çözüme katkıda bulunabilir mi
49
+ 24
50
+ kuruluşun geleceği ile ilgili öngörüleyeniniz neler
51
+ 25
52
+ kosovada herkes buna katılmıyor
53
+ 26
54
+ carlrefurun ülkede altı mağazası bulunuyor
55
+ 27
56
+ ne tür tepkiler aldınız
57
+ 28
58
+ benim için bu kabul edilemez bir durum
59
+ 29
60
+ aynı zamanda gazete sayısı da artıyor
61
+ 30
62
+ seçim sonuçlarına gölge düştü
63
+ 31
64
+ türkiye kadın hakları konusunda zor durumda
65
+ 32
66
+ ancak bu bile mümkün olmadı
67
+ 33
68
+ güneydoğu avrupa ülkeleri biyoyakıt konusunu değerlendiriyor
69
+ 34
70
+ kentin mali esneklerinin düşük olduğu bildirildi
71
+ 35
72
+ terim sıralamada yedinci oldu
73
+ 36
74
+ bu tanıklar sanığı fail olarak teşhis etmedi
75
+ 37
76
+ gelenekleri ve kültürleri de kendilerine özgü
77
+ 38
78
+ sonunda ise bir çözüm yolu bulunmuş
79
+ 39
80
+ beşinci sıra ise kıbrıs aldı
81
+ 40
82
+ daha çok arz ve dağıtımın kontrolüne bağlıdır
83
+ 41
84
+ i̇talyan gulana razdori ise üçüncü oldu
85
+ 42
86
+ eyalet senatosuna da bir ziyaret düzenlendi
87
+ 43
88
+ bunun olmasını istemiyoruz
89
+ 44
90
+ burada bir savaş yaptık
91
+ 45
92
+ genelde ağırlık bağımsız filmlere veriliyor
93
+ 46
94
+ hüseyni ise bu düşünceye kazıyor
95
+ 47
96
+ fakat toplantı asla gerçekleşmedi
97
+ 48
98
+ gözünüzün önünde değirken onlar düşünüyorsunuz
99
+ 49
100
+ ücretlerin kaldırılması her iki ülkenin de ekonomik gelişimine fayda sağlar mı
101
+ 50
102
+ fakat herkes aynı fikirde değil
103
+ 51
104
+ şimdi arzor hatırlıyorum
105
+ 52
106
+ romen analistler ise satır aralarını okuyorlar
107
+ 53
108
+ bu görüşmeler basına kapalı olarak yürütüldü
109
+ 54
110
+ bunlar da çözülecek çünkü çözülmek zorundalar
111
+ 55
112
+ odalar dört kişilik ve oldukça genişti
113
+ 56
114
+ bölgesel girişimlere dahil olabilecek mi
115
+ 57
116
+ bu şekilde bir aşırı görüş diğerini besliyor
117
+ 58
118
+ projeyi iki hükümet de finanse edecek
119
+ 59
120
+ görüşmeler ocak ayı sonunda tamamlanacak
121
+ 60
122
+ bu da kısa ve orta vadeli bir süreç alacaktır
123
+ 61
124
+ hiçbir sorun maçı nerede izleyeceksini sorusundan daha önemli değildi
125
+ 62
126
+ broz büyükbabasının başarılarını gururla alıyor
127
+ 63
128
+ mesajı ileten hasanın gözleri yaşla doludu
129
+ 64
130
+ sc yetkililer yanıt vermekte gecikmediler
131
+ 65
132
+ fakat bu masada hâlâ durum bir bahis
133
+ 66
134
+ proje inşaatın farklı safhalarında ilerliyor
135
+ 67
136
+ bu suçlamalara yanıtınız nedir
137
+ 68
138
+ bu yıl iki pilot ders verilecek
139
+ 69
140
+ anket tahvilleri sunulamayacak kadar yakın var
141
+ 70
142
+ başında olduğunuz kurum da bu tür bir baskı ile karşı karşıya kaldı mı
143
+ 71
144
+ hükümetin değişmesi halinde müzakereler ve katılım süreci ne yönde etkileni
145
+ 72
146
+ yine de bazı ilerleme kıvılcımları var
147
+ 73
148
+ bunların arasında dövülerek öldürülenler de var
149
+ 74
150
+ bu iddianın asılsız olduğunu daha sonra kanıtlandı
151
+ 75
152
+ seçim pusulaları her iki oyda bir yakılacak
153
+ 76
154
+ aslında ciddi ilerleme kaydedildi
155
+ 77
156
+ yine aynısı olabilir mi
157
+ 78
158
+ bunların sayısı kaçtır ve bu kişçiler gelecekte ne yapacak
159
+ 79
160
+ bu karar da çalışmaları hızlandırdı
161
+ 80
162
+ sırbistanda da tepkiler aynı
163
+ 81
164
+ bu bina bir dini yapıdan fazlasıdır
165
+ 82
166
+ siyasi analistleler bölünmüş durumda
167
+ 83
168
+ borcun geri kalanıysa kosovanın dı
169
+ 84
170
+ çıkartma takasında kadınlar da yer alıyor
171
+ 85
172
+ sırp paralı askerleri libyada mı
173
+ 86
174
+ budva bu sefaletinde yalnız da değil
175
+ 87
176
+ bu hızlı çözüme rağmen sorunlar hala karışık
177
+ 88
178
+ ab projesi en az iki ay açıdan değerlendirilebilir
179
+ 89
180
+ bugün kosovada olanlar bizim için pek net değil
181
+ 90
182
+ bearanın tutuklanması ortama taze kan getirdi
183
+ 91
184
+ bunu akıldan çıkarmamalı
185
+ 92
186
+ operatör fuaw ile beş yıllık sözleşme imzaladı
187
+ 93
188
+ bebek yıl sonra bu ay bu iki tusafbası var
189
+ 94
190
+ ortak porugesen çıkarlarımız da bunu gerektiriyor
191
+ 95
192
+ öneri macar meclisi tarafından onaylandı
193
+ 96
194
+ düşüş bir noktada yüzde altı virgül yediye ulaştı
195
+ 97
196
+ maaşlarımızı kesecekler
197
+ 98
198
+ evlerde bile insanlar maskeler takıyorlar
199
+ 99
200
+ zaman değişiyor ve insanlar da değişiyor
201
+ 100
202
+ sonuç konusuna iyimser mi bakıyorsunuz
203
+ 101
204
+ bu açıdan bu yıl da bir farklılık gözlenmedi
205
+ 102
206
+ ledra caddesindeki barikat kırk yıldır duruyordu
207
+ 103
208
+ teknenin batması yaklaşık üç dakika sürdü
209
+ 104
210
+ ancak kimileri bu açıklamaya şüpheyle yaklaşıyor
211
+ 105
212
+ yapı osmanlatemaları da taşıyor
213
+ 106
214
+ çalışmalar devam etmeli
215
+ 107
216
+ bu hareket bir şok etkisi yarattı
217
+ 108
218
+ bu yaklaşımı katılıyor musunuz
219
+ 109
220
+ etkinliğe ⁇⁇ ülkeden ⁇⁇ şarkıcı katıldı
221
+ 110
222
+ nastase yenilgiyi pazartesü günü kabullendi
223
+ 111
224
+ bosna sekte kampanya dönemi sona ererken medya kuruluşları bunu adil şekilde yayınlıyorar mı
225
+ 112
226
+ sırada diğer kamu işletmeleri var
227
+ 113
228
+ ancak merkez hala faaliyete geçmedi
229
+ 114
230
+ müzik sektörü de benzer sorunlar yaşıyor
231
+ 115
232
+ bu da sonunda mali krize yol açabilir
233
+ 116
234
+ üzerinde pudra şekeri ve vanilya şeker sertin
235
+ 117
236
+ samineza olasılıkları inceliyor
237
+ 118
238
+ yelpazenin diğer ucunda doğum oranı yer alıyor
239
+ 119
240
+ her iki taraf da önceden öneriyi reddetmişti
241
+ 120
242
+ ancak yaşam standartları hala düşük
243
+ 121
244
+ büyük ödül on beş bin avro
245
+ 122
246
+ birbirimizle iletişim kurabiliyoruz
247
+ 123
248
+ bunların her birinin kendi logosu ve dalgası var
249
+ 124
250
+ bunun yerine öğretmen olmak istiyor
251
+ 125
252
+ görüşmelerden bir sonuç elde etmenin tek yolu bu
253
+ 126
254
+ bu hırvatistanda bir ilk olacak
255
+ 127
256
+ kosova on yedi şubatta bağımsızlık ilan etti
257
+ 128
258
+ ancak sonuçlar ölümcül olabiliyor
259
+ 129
260
+ artık olurdu
261
+ 130
262
+ böyle bir durumda kosovanın tentil düzeyi ne olur
263
+ 131
264
+ tivat ise bu rakamın tam ortasında kalıyor
265
+ 132
266
+ sizi ayakta tutan nedir
267
+ 133
268
+ berişa komşu kosovadaki duruma da değindi
269
+ 134
270
+ sc vatandaşlarının tepkiler karışık oldu
271
+ 135
272
+ artık siyasi cinayet işlenmemesi de iyi bir şey
273
+ 136
274
+ üsküp ise öneriye kuşkuyla yaklaşıyor
275
+ 137
276
+ yanında patates kızartması da ister misiniz
277
+ 138
278
+ bu tarihsel doku insanları sürekli kente çekiyor
279
+ 139
280
+ en ucuz bilet on dokuz avro civarındaydı
281
+ 140
282
+ kısaca anfiler ve sınıflar tekrar doldu
283
+ 141
284
+ söz konusu kardinarla papanın halefini seçecek
285
+ 142
286
+ bunu kendim için değil gençler için yapıyorum
287
+ 143
288
+ çok iş veren fazla mesaileri ödemiyor
289
+ 144
290
+ b bir olan döviz kuru notu ise değişmedi
291
+ 145
292
+ buraya kadar her şey güzel
293
+ 146
294
+ kızgın sürücüler olayı mahkemeye götürdüler
295
+ 147
296
+ bu yılki dalış ekibinde vandermiulen de yer aldı
297
+ 148
298
+ kaset şu anda savcılığa teslim edilmiş durumda
299
+ 149
300
+ nerede yaşadığımızın artık bir önemi yok
301
+ 150
302
+ port sekiz tane de bu güne tam kırk sekizinci ülke oldu
303
+ 151
304
+ riştinadeli esnaf dükkan açmaya hazırlanıyor
305
+ 152
306
+ karadağ yeni bir monako olabilir mi
307
+ 153
308
+ ancak bazı uzmanlar duruma şüpheyle yaklaşıyor
309
+ 154
310
+ fradchini ölmedi
311
+ 155
312
+ karadağda ortalama aylık maaş dört yüz ⁇⁇⁇ avro
313
+ 156
314
+ ayrımcılık hassas bir konu
315
+ 157
316
+ anlaşma ekim ayı başlarında kesinleşti
317
+ 158
318
+ burada kazanan yok
319
+ 159
320
+ i̇lk olarak sorunun boyutları belirlenmeli
321
+ 160
322
+ bunu yapanları verilecek cezalar belirlendi
323
+ 161
324
+ memur maaşları reel bazı yüzde altı ortağında arttı
325
+ 162
326
+ cinayet hala çözülemedi
327
+ 163
328
+ yine de önümüzde koca bir yıl var
329
+ 164
330
+ ancak anlaşmanın onaylanma şansı zayıf görünüyor
331
+ 165
332
+ bir çok yorumcu da aynı görüş dile getirdi
333
+ 166
334
+ o nedenle de aradaki köprüleri yıkmak istemiyor
335
+ 167
336
+ kesinti en çok inşaat sektörü etkileyecek
337
+ 168
338
+ bu iddialı bir hedef ancak imkansız değil
339
+ 169
340
+ raporda sabit önerilerde de bulunuluyor
341
+ 170
342
+ restoran yaklaşık yedi yüz kişilik kapasiteye sahip
343
+ 171
344
+ i̇ki bölümlük dizinin ikinci bölümü
345
+ 172
346
+ fakat emir yerine getirilmedi
347
+ 173
348
+ ancak ülkenin puanı hafif düşerek bin üç yüz oldu
349
+ 174
350
+ anayasanın da değiştirilmesi gerek
351
+ 175
352
+ burası azgın su slamam olanaklarıyla tanınıyor
353
+ 176
354
+ bir değeri aynı fikirde değil
355
+ 177
356
+ libyaya siyasi çözüm kaddati tarzında mı
357
+ 178
358
+ bu süreç ası gerçekleşiyor ve devlet tidarisi böyle bir davranışı kabul ediyor
359
+ 179
360
+ ordu ve poliste izinler kaldırılacak
361
+ 180
362
+ görüşme ir saat sürdü
363
+ 181
364
+ mevcut hükümetin bu sorunu çözüme kavuşturmayı başaracağını düşünüyor musunuz
365
+ 182
366
+ i̇ş yerleri durumdan kötü zarar gördü
367
+ 183
368
+ ekonominin genel görünümü kasvetli
369
+ 184
370
+ ayvaziye göre bu tür sorunlar çözüldü
371
+ 185
372
+ siz ne düşünüyorsunuz
373
+ 186
374
+ pekinde sırbistanı on bir sporcu temsil edecek
375
+ 187
376
+ hata yapma potansiyelini tahmin edebilirsiniz
377
+ 188
378
+ i̇lk defa listeler i̇nternette de yayınlanıyor
379
+ 189
380
+ bu anlaşmanın uygulanması destekliyor musunuz
381
+ 190
382
+ bu yaz christinanın çalıştığı işyeri kapanacak
383
+ 191
384
+ arnavutluk pazar sınırlabalarını kaldırdı
385
+ 192
386
+ belgrad adaystetüsu hakkında beklenen karara öncesinde büyük bir politika değişikliği mi yaptı
387
+ 193
388
+ kosova dış yatırımın çekebilir mi
389
+ 194
390
+ sergide otuz beş ülkeden ⁇mış fotoğraf yer alıyor
391
+ 195
392
+ şu anda yüksek ölçüde bir destek söz konusu
393
+ 196
394
+ köyümdeki caliler depoya dönüştürüldü
395
+ 197
396
+ bakanın istifa kararı pek çok kişiyi şaşırttı
397
+ 198
398
+ yargı mevkilerine adaylıklar sürüyor
399
+ 199
400
+ diğerlerine ise sadece şifa umut etmek kalıyor
401
+ 200
402
+ o tarihten itibaren birliğe o yeni ülke katıldı
403
+ 201
404
+ emekliler ayda ortalama iki yüz otuz beş dolar alıyor
405
+ 202
406
+ fakat daha farklı açıklamalarda mevcut
407
+ 203
408
+ kuşların ikisi de karantinada öldüler
409
+ 204
410
+ üç yıl önce hayatımda ilk defa bir buçağa bindi
411
+ 205
412
+ sonra da aptal sahatalar
413
+ 206
414
+ bu listede eksik kaldığını hissettiğiniz bir şey var mı
415
+ 207
416
+ bir sonraki adım ne olacak
417
+ 208
418
+ bugün porosamın bünyesinde seksen beş ülke yer alıyor
419
+ 209
420
+ ne olsa herşeyin biyünüp çiçek açtı bir zaman
421
+ 210
422
+ projenin iki bin on iki yılında tamamlanması düşünülüyor
423
+ 211
424
+ vahabiler ülke yedide işler de işte
425
+ 212
426
+ şirketler maliyetler kısıp işçi çıkarıyorlar
427
+ 213
428
+ merkez bankası üzerinde ne kadar politik baskı var
429
+ 214
430
+ enxzitin yerel faydaları ve en büyük katkısı nelerdir
431
+ 215
432
+ protestoculara göre evet
433
+ 216
434
+ i̇çişleri bakanlığının bu listedeki kişiler hakkında bilgisi var mı
435
+ 217
436
+ ancak yerel şoförler sabırsızlanıyorlar
437
+ 218
438
+ güreşçiler altmış kilo kategorisinde güreştiler
439
+ 219
440
+ aile genelde hükümetin bir adım önünde gidiyor
441
+ 220
442
+ etkinlik yirmi dokuz kasıma kadar sürecek
443
+ 221
444
+ hızlı bir ekonomik büyüme neden yeterli değil
445
+ 222
446
+ prensipte aynı
447
+ 223
448
+ hareketi makedon hükümeti de destekledi
449
+ 224
450
+ kazançları iyiymiş
451
+ 225
452
+ ancak projeye karşı olanlar da var
453
+ 226
454
+ görüşler farklı
455
+ 227
456
+ hevesle bu yıl farklı dedi
457
+ 228
458
+ bu durumu nasıl açıklıyorsunuz
459
+ 229
460
+ bu kez durum farklı
461
+ 230
462
+ ancak seydiu ayrıntı vermeyi reddetti
463
+ 231
464
+ elçi durağı priştine oldu
465
+ 232
466
+ yasaya uymayanları ise ağır cezalar bekliyor
467
+ 233
468
+ din asla sorun olmadı
469
+ 234
470
+ birinci yörü golsüz berabere bitti
471
+ 235
472
+ kabinede ⁇⁇ bakan bulunuyor
473
+ 236
474
+ aranızdaki ilişkiler ve milli takımdaki genel havadan biraz bahseder misiniz
475
+ 237
476
+ bu yılın sonuna kadar ülke ekonomisini statüsü değiştirilebilir mi
477
+ 238
478
+ türk medyasındaki tepkiler karışık oldu
479
+ 239
480
+ hırvatistan yeni bir rüzgar santraline kavuştu
481
+ 240
482
+ arnavutlukta da bu modeli uygulayacak mısınız
483
+ 241
484
+ sizce iki ülke arasında bu bağlamda bir pananalli kurulabilir mi
485
+ 242
486
+ yanıt yalnızca zamanla verilebilir
487
+ 243
488
+ bu soruşturmalar hangi safhada ve bulgular ne zaman beklenebilir
489
+ 244
490
+ erkekler kesinlikle orada olacaktır
491
+ 245
492
+ durum iyi görülmüyor
493
+ 246
494
+ toplam t toplam yüz kırk milyttekle katıldı
495
+ 247
496
+ sırbistan bu sorunlar nasıl başa çıkacak
497
+ 248
498
+ bölbin bir ve bin otuz uyarıyla cezalandırılabilir
499
+ 249
500
+ peki sonuç ne oldu
501
+ 250
502
+ beş yıldızlı bir eğitim kampı
503
+ 251
504
+ etkinlik yirmi sekiz eylüle kadar devam edecek
505
+ 252
506
+ zadaride temerdüt çağrısında bulundu
507
+ 253
508
+ ashton geleceğe de baktı
509
+ 254
510
+ fiyatlar da arttı
511
+ 255
512
+ bir sonraki müzakere turu şubat ayında yapılacak
513
+ 256
514
+ olimpiyat için sağlık sistemi de iyileştiriliyor
515
+ 257
516
+ balkanlarda değişim rüzgarları bensliyor
517
+ 258
518
+ huletvikili dokunulmazlığı adabesden muafolmaktı
519
+ 259
520
+ ancak bu kaçış çok uzun sürmedi
521
+ 260
522
+ diğer yetkililer bu tür endişeleri paylaşmadılar
523
+ 261
524
+ bu reform ne kadar sürecek
525
+ 262
526
+ i̇nşaata hemen iki bin on üç başlarında başlanacak
527
+ 263
528
+ bazen öykülerin fısıldadıklarını duyabilirsiniz
529
+ 264
530
+ ülke bir sıra yükselerek bu yıl seksen dördüncü oldu
531
+ 265
532
+ makedonyanın da bu konuda umudu büyük
533
+ 266
534
+ taraykovski evli ve iki çocuk babasıydı
535
+ 267
536
+ etkinlik sekiz ağustosta başladı
537
+ 268
538
+ tadiç ahtisaarimin kararını daha hoş karşıladı
539
+ 269
540
+ eski bakan suç işlemediğini iddia ediyor
541
+ 270
542
+ onlara güvenmememiz gerektiğini gösterdiler
543
+ 271
544
+ reformlar gerekli olacak
545
+ 272
546
+ bu bilgiler resmi olarak doğrulanmış değil
547
+ 273
548
+ bu papanın üzüncü dış dini gezisi oldu
549
+ 274
550
+ bosna hersekte pek çok dini mekan bulunuyor
551
+ 275
552
+ olayın ilk saatlerinde yaralanma bildirilmedi
553
+ 276
554
+ limaj ise ev hapsinde tutuluyor
555
+ 277
556
+ belge bir ocak iki bin sekizde yürürlüğe girecek
557
+ 278
558
+ bu bizi her koşulda birleştiren bir şey
559
+ 279
560
+ öcalan beş yıldır imrazağdasında tutuldu
561
+ 280
562
+ sergi on yedi haziranda sona erecek
563
+ 281
564
+ yetkili ayrıntılı bilgi vermeyi reddetti
565
+ 282
566
+ i̇zmir türkiyenin en büyük ihracat limanı
567
+ 283
568
+ o belgeyi biliyoruz fakat yenisini bilmiyoruz
569
+ 284
570
+ karar şirketi özelleştirme planlarını bozabilir
571
+ 285
572
+ halka açık sigara yerlerde sigara içmek mi
573
+ 286
574
+ tabii bu her zaman kolay olmuyor
575
+ 287
576
+ bu uygulamaları gerçekleştiriyoruz
577
+ 288
578
+ soruşturma bir yıl kadar sürendir
579
+ 289
580
+ yarışın ilk yedisi kenyadan geldi
581
+ 290
582
+ bu hâlâ uza bir umut olarak görülüyor
583
+ 291
584
+ sırp hükümeti on beş mayıstan beri görevde
585
+ 292
586
+ hırvat hentbol takımı ülkenin en sevilen takımı
587
+ 293
588
+ savaş yaklaşık yirmi bin cana mal oldu
589
+ 294
590
+ her iki sanık da suçsuz olduğunu iddia etti
591
+ 295
592
+ rapor kasım ayında sunulacak
593
+ 296
594
+ onun için bu sürdüreceği bir gelenek
595
+ 297
596
+ bağış önerileri açık rekabetle seçiliyor
597
+ 298
598
+ bunun değişmesini beklemiyorum
599
+ 299
600
+ ancak mu keretirtiğiler de var
601
+ 300
602
+ kostevdeki efsatesio büyük bir efsane
603
+ 301
604
+ konvoydaki memurlar ateşe yanıt verdi
605
+ 302
606
+ bu sorun oluyor mu
607
+ 303
608
+ etkinlik on dört hazirana kadar sürecek
609
+ 304
610
+ ve en zor seyirci yani çocuklar arasındaki ilgiyi nasıl devam ettirebiliyorsunuz
611
+ 305
612
+ fakat hikaye bununla bitmiyor
613
+ 306
614
+ koperag kriterlerini hepimiz biliyoruz
615
+ 307
616
+ patlamada altmıştan fazla yasa yaralandı
617
+ 308
618
+ raporda bir çok olumlu eğilime işaret ediliyor
619
+ 309
620
+ i̇ktidar koalisyonu parlamentodaki salt çoğunluğunu koruyabilecek mi
621
+ 310
622
+ yenilikden sonraki gün
623
+ 311
624
+ bu durumun sebebi ne
625
+ 312
626
+ ama artık öyle değil
627
+ 313
628
+ buna mahkemede karar verilecek
629
+ 314
630
+ ancak istihdam oranı sabit kalıyor
631
+ 315
632
+ konuşma romenlerin çoğunu duygulandırdı
633
+ 316
634
+ maç en azından sırplar için tam bir felaket
635
+ 317
636
+ ancak satış bazı tartışmalara yol açtı
637
+ 318
638
+ bunun nedenleri ise ortada
639
+ 319
640
+ ne onlara ne de bize yetecektir
641
+ 320
642
+ günlük yevmiye ise yirmi beş otuz avro civarında
643
+ 321
644
+ stiner kosovaya on yedi ay önce geldi
645
+ 322
646
+ bu yılki festival de istisna olmadı
647
+ 323
648
+ oyna
649
+ 324
650
+ bu süreç sizce nasıl çözümlencek ve sırbistan açısından ne gibi anlamlar taşıyor
651
+ 325
652
+ kalbi bir kez olsun kırılmamış insan var mıdır
653
+ 326
654
+ halk hızlı ve kolay kazanca pek hevesliydi
655
+ 327
656
+ bunların çoğu tanınmış ve saygın kişiler
657
+ 328
658
+ dava yedi yıl sürüncenede kaldı
659
+ 329
660
+ sergi ⁇⁇ marta kadar devam edecek
661
+ 330
662
+ parlamento değişikliği geçen ay kabul etmişti
663
+ 331
664
+ eşit konumda değilsiniz
665
+ 332
666
+ ardelaan tartışmalı bir seçim
667
+ 333
668
+ bu bir son şart
669
+ 334
670
+ çiftliğin tavukları
671
+ 335
672
+ park seçimlerinden sadece yüzde on sekiz oyla çıktı
673
+ 336
674
+ belgradın tepkisi örgeykinden daha da güçlü oldu
675
+ 337
676
+ şimdiyse bu rakam beş bine yaklaşıyor
677
+ 338
678
+ bunların otuzu hayatını kaybetti
679
+ 339
680
+ ülke halkı çok müsaifteler ve dış azalıyor
681
+ 340
682
+ ancak bu talep geri çevrildi
683
+ 341
684
+ o bin de bunun sonuçlarına tanıkoruyoruz
685
+ 342
686
+ ne yapabilirsiniz ki güleli mi keseleceksiniz
687
+ 343
688
+ bazı durumlarda bu uzun bir süreç olacaktır
689
+ 344
690
+ biberovic suçlamaları reddetti
691
+ 345
692
+ ayrıca uluslararası şirketlere de engel oluyor
693
+ 346
694
+ ancak diyalogu işin özünün zaman olduğuna inanıyor
695
+ 347
696
+ hata payı yüzde üç ile ile değişti
697
+ 348
698
+ çok büyük bir meskidet
699
+ 349
700
+ ellerinizin yanmamasına dikkat edin
701
+ 350
702
+ esasen ülkede şu anda her şeyi fazlası var
703
+ 351
704
+ diğer altı adayın her biri yüzde birin altında oy aldı
705
+ 352
706
+ moskova da olaya karıştı
707
+ 353
708
+ nasıl küreselleşmeli
709
+ 354
710
+ savcılar on beş yıl hapis cezası önerdiler
711
+ 355
712
+ okul en başından beri zararına çalışıyor
713
+ 356
714
+ bu da generalin yakalanmasını güçleştiriyor
715
+ 357
716
+ programın toplam değeri milyon avro
717
+ 358
718
+ pek çok kişi buna katılmıyor
719
+ 359
720
+ bunlara asla sırtımızı dönmeyeceğiz
721
+ 360
722
+ burası güvenli bir yer izlenimi veriyor
723
+ 361
724
+ aynı alanda iş aramaya devam ediyorlar yoksa başka alanlara mı yöneliyorlar
725
+ 362
726
+ proje iki bin on iki yılında hizmete girebilir
727
+ 363
728
+ ancak küçük partiler isyanlarda
729
+ 364
730
+ ancak bu sürecin yurtiçiağıına kadar rahat geçecek
731
+ 365
732
+ bunlar bizim hedeflerimiz
733
+ 366
734
+ ohri ve işküp yaz festivalleri oldukça meşru
735
+ 367
736
+ eski sabıkaları olanlar ülkeye giremeyecek
737
+ 368
738
+ polis bu olayla ilgili şüpheli tutukladı
739
+ 369
740
+ sonuçlar şaşırtıcı değil
741
+ 370
742
+ türkiyenin ise daha çok çalışması gerekiyor
743
+ 371
744
+ sizce bu sorun çözülecek mi
745
+ 372
746
+ ancak kabakçı aynı fikirde değil
747
+ 373
748
+ bayram üç gün sürüyor
749
+ 374
750
+ proje bin dokuz yüz doksan dört yılında başlatıldı
751
+ 375
752
+ fakat plan hedeflerine ulaşabilecek mi
753
+ 376
754
+ ancak hareket hiç de eleştirilmiyor değil
755
+ 377
756
+ fakat bu sorun uzun zamandır devam ediyor
757
+ 378
758
+ barış ertelendi mi
759
+ 379
760
+ evrak işleri halletmek iki üç ay sürerse yunanistana hangi şirket geliyor
761
+ 380
762
+ ancak bazıları hala iyimserliğini koruyor
763
+ 381
764
+ hükümetten gelen tepkiler ise pek olumlu olmadı
765
+ 382
766
+ daha küçük bir gösteri de sofyada düzenlendi
767
+ 383
768
+ bu açılımlar daha ilk adımlar
769
+ 384
770
+ bu tip sorular karsında üzülen konuklar oluyor mu
771
+ 385
772
+ ancak yunanlılar aynı fikirde değil
773
+ 386
774
+ her ikisi de diyaloğa hazır olduğunu söylüyor
775
+ 387
776
+ herhangi bir şeyi kanıtlamak mümkün mü
777
+ 388
778
+ ancak artık çok geçti
779
+ 389
780
+ toplam iki el milyon avroluk yatırım yapılacak
781
+ 390
782
+ her üç bin arnavurttan yalnızca bir ispik işlemiş
783
+ 391
784
+ kazanan teklifin değeri altı virgül elli beş milyar dolar oldu
785
+ 392
786
+ sırbistanın bunu başarmak için neler yapması gerekiyor
787
+ 393
788
+ bu konuda balkanlarda pek çok şey söyleniyor
789
+ 394
790
+ sırp bakan euromaneydeerli si kara bundan seçildi
791
+ 395
792
+ koruma dört yüzden fazla kişi katıldı
793
+ 396
794
+ boskovski ile mahkemeye yirmi dört martta gitti
795
+ 397
796
+ hepimiz bunun bir bahane olmadığını düşünüyoruz
797
+ 398
798
+ bir sürü gazete kapatılıyor
799
+ 399
800
+ ülke şu anda iki fedörasyona üye
801
+ 400
802
+ bu noktada sizi bekleyen büyük güçlükler nelerdir
803
+ 401
804
+ maç oldukça diplomatik bir sonuçla r-w⁇r bitti
805
+ 402
806
+ bu deneyimlerinizle ilgili neler söyleyeceksiniz
807
+ 403
808
+ teklifler on dört aralıka kadar kabul edilecek
809
+ 404
810
+ bu galeri balkanlarda türünün ilk örneği
811
+ 405
812
+ bankaysa bu iddiayı reddediyor
813
+ 406
814
+ ab hareketi büyük oranda memnuniyetle karşıladı
815
+ 407
816
+ i̇nşaatın dört yıl sürmesi bekleniyor
817
+ 408
818
+ bu olayı nasıl değerlendiriyorsunuz partiden ayrıldığınızda siz de benzer şeyler yaşadınız mı
819
+ 409
820
+ bir de eski otomobiller var
821
+ 410
822
+ i̇lgili tüm partilerin resmi sonuçları kabul etmesini nasıl sağlayacaksınız
823
+ 411
824
+ rock grubu metallica da ateşi canlı tutuyor
825
+ 412
826
+ kamyon durduruldu mühürlende de arandı
827
+ 413
828
+ sırbistanda siyasi değişimin lider net oluyor
829
+ 414
830
+ artık hapis cezasını biliyor
831
+ 415
832
+ yeni büyüme motorlarına ihtiyacımız var
833
+ 416
834
+ nadir bir sikke koleksiyonu da sergileniyor
835
+ 417
836
+ anneler doğum iznindeyken tam maaşa alamıyorlar
837
+ 418
838
+ makedon hükümeti reform düşündüğünü söylüyor
839
+ 419
840
+ rodedick maçı alı-bir ve alı-dörtlük setlerle kazandı
841
+ 420
842
+ peki bunu yapabilirler mi
843
+ 421
844
+ ancak bugün daha farklı düşünüyorum
845
+ 422
846
+ kimse ne olduğunuzu kim olduğunuzu umursamazdı
847
+ 423
848
+ hakkaride oy verme oranı yüzde altıda kaldı
849
+ 424
850
+ tesiste yaklaşık altı yüz kişi çalışacak
851
+ 425
852
+ mobi altmış üç çalışanları da mutsuz
853
+ 426
854
+ üsküp karar tepki göstermekte gecikmedi
855
+ 427
856
+ parti morstarda da kazandı
857
+ 428
858
+ tabbolarda ülke ve arnavut halkı resmediliyor
859
+ 429
860
+ ise iyi dikkate alıyoruz
861
+ 430
862
+ üçüncü grubun lideri aynı zamanda bir amirdi
863
+ 431
864
+ sırp havayolu şirketini satmak kolay olmayacak
865
+ 432
866
+ etkinliğe bölgeden tiyatro grupları katılıyor
867
+ 433
868
+ bizim politikamız açık
869
+ 434
870
+ bu ödülün sizin için anlamı nedir
871
+ 435
872
+ oylama yedi kasımda yapılacak
873
+ 436
874
+ yeni son başvuru tarihi on beş nisan
875
+ 437
876
+ tünen seyahat süresinde birkaç saat sağlayacak
877
+ 438
878
+ programın üçüncü sezonu mart ayında başladı
879
+ 439
880
+ rusya karşıt görüş bildirdi
881
+ 440
882
+ seçmen listelerinin her vatandaşın oy kullanma hakkını güvence altına almasını sağladınız mı
883
+ 441
884
+ öfkeyi azaltmak zor olabilir
885
+ 442
886
+ ancak gavram bu konuda iyimser
887
+ 443
888
+ artık bunun için çok geç
889
+ 444
890
+ en az yirmi kişi donarak hayatını yitirdi
891
+ 445
892
+ kadarelin eserleri kırktan fazla ülkede çevrildi
893
+ 446
894
+ mevcut sayı altı bin üç yüz civarında
895
+ 447
896
+ emekli aylığımızla ne satın alabiliriz
897
+ 448
898
+ bir sonraki seçimler otuz bir aralıkta yapılacak
899
+ 449
900
+ fakat bazılarının tek istediği şey hediye değil
901
+ 450
902
+ valavoi değişimi umut ediyor
903
+ 451
904
+ proje birkaç ay içinde başlayacak
905
+ 452
906
+ ancak bazıları farklı görüşte
907
+ 453
908
+ sırp siyasiler tepki göstermekte gecikmediler
909
+ 454
910
+ kabaşi mahkemeye saygısızlıkla suçlandı
911
+ 455
912
+ ülke belgeyi hazırlamaya başladı bile
913
+ 456
914
+ genel durumu iyileştirme yönünde herhangi bir fikriminiz var mı
915
+ 457
916
+ i̇lki gereken üçte ikilik çoğunluk sağlanamadı
917
+ 458
918
+ seçimlerde usulsüzlük bildirilmedi
919
+ 459
920
+ teklifler sunma süresi yirmi altı mayısta sona eriyor
921
+ 460
922
+ satarsak zarar mı ederiz
923
+ 461
924
+ bir diğer mesele de domuz gribiydi
925
+ 462
926
+ bir çocuğun dikkati bir saatten uzun sürmez
927
+ 463
928
+ bize biraz festivalin tarihçesinden ve nasıl başladından bahseder misiniz
929
+ 464
930
+ şimdilik yol istikrara gidiyor gibi görünüyor
931
+ 465
932
+ en zehirli yılan bile istediği yere gidebiliyor
933
+ 466
934
+ ama aldıran yok
935
+ 467
936
+ cuma günü oylama yapılması bekleniyor
937
+ 468
938
+ katılım oranı yaklaşık yüzde kırk yedi olarak gerçekleşti
939
+ 469
940
+ i̇kinci tur on üç aralıkta gerçekleşecek
941
+ 470
942
+ ajanan gelişmeler pek çok kimseyi şaşırtıyor
943
+ 471
944
+ bakan gördüğü zarardan toparlanabilmiş değil
945
+ 472
946
+ withers haziran iki bin yedide büyükelçi olmuştu
947
+ 473
948
+ diğerleri için gelenekler önemli
949
+ 474
950
+ şimdi de devletten yardım istiyorlar
951
+ 475
952
+ kosovayı vizesiz bir rejime yakınlaştırmalıyız
953
+ 476
954
+ aday listeleriyle ilgili sorun kalmadı
955
+ 477
956
+ gana da buna kurban gitti
957
+ 478
958
+ avrupa komisyonu konuyu incelediğini söyledi
959
+ 479
960
+ etkinlik otuz ekime kadar devam edecek
961
+ 480
962
+ görüşmelere yaklaşık yüzde otuz uzman katılacak
963
+ 481
964
+ sergi yirmi beş mayısa kadar açık kalacak
965
+ 482
966
+ verra süre yir⁇⁇ eylülde sona eriyor
967
+ 483
968
+ teklifler ⁇⁇⁇ mayısta değerlendirilecek
969
+ 484
970
+ odamim nasıl atlattınız
971
+ 485
972
+ ana yemek ya domuz ya da kuzu rostosu oluyor
973
+ 486
974
+ kendimi kötü hissediyorum ama ne yapabilirsiniz
975
+ 487
976
+ soranu çözer mi ay
977
+ 488
978
+ dünya kupası için yeni inşa edilmiş
979
+ 489
980
+ fakat bu tamamen doğru değil
981
+ 490
982
+ suçlamalar yaygındı
983
+ 491
984
+ göreve iki isim daha ada aldı
985
+ 492
986
+ parisin kulesi çinin de seddi var
987
+ 493
988
+ şu anda trenler günde iki defa hizmet veriyor
989
+ 494
990
+ ohrite gece hayatı da oldukça canlı
991
+ 495
992
+ festivalde otuz beş ülkeden yüz yirmi film gösterilecek
993
+ 496
994
+ i̇kinci yarı daha da heyecanlı başladı
995
+ 497
996
+ dayton uygulamasında kim kimdir
997
+ 498
998
+ resmi iade süreci birkaç hafta sürebilir
999
+ 499
1000
+ pek çok kişi orduya destek verdi
1001
+ 500
1002
+ baskılar çoktan kaynama noktasına ulaştı
1003
+ 501
1004
+ ancak bu durum değişiyor
1005
+ 502
1006
+ bir soruşturmanın devam ettiği söyleniyor
1007
+ 503
1008
+ bu yüzden cenaze tarihi halka açıklanmayacak
1009
+ 504
1010
+ son başvuru tarihi şubat ⁇⁇⁇⁇n
1011
+ 505
1012
+ bunlar bu yasanın düzenlenmesi gereken konular
1013
+ 506
1014
+ o konumda ne yapacağız
1015
+ 507
1016
+ burada olay hastanın etrafında gelişi
1017
+ 508
1018
+ orrenin suç olasılığı da dışlanmadı
1019
+ 509
1020
+ sivil nüfus kaçtı
1021
+ 510
1022
+ yetkililer ise aksi iddia ediyor
1023
+ 511
1024
+ yetkililer bunlara geçirme yayınladılar
1025
+ 512
1026
+ erken seçimlerin mayısta konması bekleniyor
1027
+ 513
1028
+ fakat pek çok kadın kuralları görünüzden geliyor
1029
+ 514
1030
+ uluslars toplum seçimleri yakından izliyor
1031
+ 515
1032
+ sevgili net
1033
+ 516
1034
+ ancak kavovaya bu durumu pek da af etmiyor
1035
+ 517
1036
+ kimin brogacanı siyafılar belirler
1037
+ 518
1038
+ benzer talepler hırvat azınluğundan da geliyor
1039
+ 519
1040
+ şampiyona don-⁇ki mayısa kadar on iki maç yapılacak
1041
+ 520
1042
+ projeler altı bilimser alını kapsıyor
1043
+ 521
1044
+ adaylar arasındaki az fark küçük yüz oldu
1045
+ 522
1046
+ seçmen katılımı yüzde elli yedi olarak gerçekleşti
1047
+ 523
1048
+ bu arada da dört yıldır hiçbir şey yapmadı
1049
+ 524
1050
+ ve bence olaylar da bu yönde gelişecek
1051
+ 525
1052
+ ekim iki bin beşte müzakereler başladı
1053
+ 526
1054
+ muhtemelen hayır
1055
+ 527
1056
+ umarım turnuvada ilerlerler
1057
+ 528
1058
+ tesis kırk izleyiciyi ağırlayaplıyor
1059
+ 529
1060
+ diğer görevler henüz delinlenme aşamasında
1061
+ 530
1062
+ antiktera mekanizmasının bir kopyası
1063
+ 531
1064
+ haber iskitde coşkuyla karşılandı
1065
+ 532
1066
+ bu kişilerin çoğu yaşlılar ve çocuklardı
1067
+ 533
1068
+ pek çok kaynak olduğu söylenebilir
1069
+ 534
1070
+ roman liderler karışıklık yüzünden ayaklandı
1071
+ 535
1072
+ eylemci grupları daha az ihtiyatlı davrandılar
1073
+ 536
1074
+ etkinlik on dört ocak kadar devam edecek
1075
+ 537
1076
+ tesisi yılda üç yüz elli bin kişi ziyaret ediyor
1077
+ 538
1078
+ ancak yeni hükümet bir azınlık hükümeti
1079
+ 539
1080
+ söz konusu işlem salı günü gerçekleşti
1081
+ 540
1082
+ i̇vica da janica birlikte antreman yapıyorlar
1083
+ 541
1084
+ prosedürleri ve proje seçim kriterleri gevşetmeyi düşündünüz mü
1085
+ 542
1086
+ bu arada yeni sorunlar da baş gösteriyor
1087
+ 543
1088
+ ancak sonuçları kimse inkar edemez
1089
+ 544
1090
+ papulyas seçimlere rakipsiz katılıyor
1091
+ 545
1092
+ parti içindeki güç mücadelesi devam ediyor
1093
+ 546
1094
+ şimdiden en az üç yeni belediye kurulmuş durumda
1095
+ 547
1096
+ gıda fiyatları yüksek
1097
+ 548
1098
+ sunulan seksen makaveden yaklaşık yirmi beş tane seçildi
1099
+ 549
1100
+ sizce tüm bu taktirin arkasında ne yatıyor
1101
+ 550
1102
+ ordu amaçlanan hedeflere ulaşıldığını belirtti
1103
+ 551
1104
+ sergi ⁇⁇ eylüle kadar açık kalacak
1105
+ 552
1106
+ bazıları biraz hayal kırıklığına uğradı
1107
+ 553
1108
+ sinir kapaları kısıtlı askeri denge ilandırıldı
1109
+ 554
1110
+ almazsak yine bir şey olmayacak
1111
+ 555
1112
+ de yine yaklaşık üç yüz bilim insanı katıldı
1113
+ 556
1114
+ ancak hükümette olan hisseye konusu ticari yemek önde
1115
+ 557
1116
+ hatta takım artık boş sekizde bir zanlatıyorum
1117
+ 558
1118
+ neden kuzeye güneyden farklı muamele edilsi
1119
+ 559
1120
+ avrupa ise gırtlağına kadar borca batmış durumda
1121
+ 560
1122
+ bir anda bütün coşku yok oldu
1123
+ 561
1124
+ bu pek çok acı ve ölüm getirmiş bir kitap
1125
+ 562
1126
+ türk lisiçleri bakanı da kleşi ziyaret etti
1127
+ 563
1128
+ üç yarıştı da ortayı vurmak bu kadar sık olmaz
1129
+ 564
1130
+ sırbistandaki bilimsel ilerleme ve başarılara ilişkin değerlendirmeniz ne yönde
1131
+ 565
1132
+ ancak ilk sonuçlar felafa edildi
1133
+ 566
1134
+ makedonyaya dünyanın kapılarını da açıyor
1135
+ 567
1136
+ ancak kilise yasaya var ki kaosu
1137
+ 568
1138
+ festivale elli yatan süpilim katıldı
1139
+ 569
1140
+ i̇kili kosovanın statü sürecini değerlendirdi
1141
+ 570
1142
+ bu işbirliğine gotovinanın iadesi de dahil
1143
+ 571
1144
+ benzer bir açıklama konserden de geldi
1145
+ 572
1146
+ uzmanlar sistemin değişmesi gerektiği görüşünde
1147
+ 573
1148
+ adil oldu mu
1149
+ 574
1150
+ zierka kardeşler si on beş günü gözaltında tutulacak
1151
+ 575
1152
+ ben sadece hafif yaralandım
1153
+ 576
1154
+ japonyada ise özel sektörüm payı yüzde seksen
1155
+ 577
1156
+ kapsamlı bir rapor bu yaz hazırlanacak
1157
+ 578
1158
+ ancak üretim yıldan fazla yüzde on bir gül gül altı geriledi
1159
+ 579
1160
+ i̇ki milletvekili ise çekimser kaldı
1161
+ 580
1162
+ teklif sunma süresi bir nisan iki bin altıda sona eriyor
1163
+ 581
1164
+ etkinlik yedi haziranda sona erecek
1165
+ 582
1166
+ dava nisan ayı başlarında sona erdi
1167
+ 583
1168
+ sanat da herşey kendi yerine düşer
1169
+ 584
1170
+ ancak bu olmadı
1171
+ 585
1172
+ kosova konusunda zirve ikiye bölündü
1173
+ 586
1174
+ guli kalabalığı boşnakça selamladı
1175
+ 587
1176
+ artık ne kadar başarılı olduğunu görebiliyoruz
1177
+ 588
1178
+ bu da büyük bir masraf ve zaman kaybı
1179
+ 589
1180
+ önemli adımlardan biri atıldı bile
1181
+ 590
1182
+ atık dökme çok önemli bir sorun teşkil ediyor
1183
+ 591
1184
+ etkinlik ⁇⁇ mayısa kadar açık kalacak
1185
+ 592
1186
+ her gün yeni binalar da budvarlar yapılıyor
1187
+ 593
1188
+ gala iş teklif ettiler
1189
+ 594
1190
+ fakat ligeral demokrasiler bile tek parça değil
1191
+ 595
1192
+ peki düzeni gibi görünen uzlaşma nereden geliyor
1193
+ 596
1194
+ kosova ilk sülüm festivaline başlattı
1195
+ 597
1196
+ kitabım da bu hikayeyi anlatıyor
1197
+ 598
1198
+ ancak ürkiyi de ateşço güçlük bekliyor
1199
+ 599
1200
+ petrol sektöründe baskıli yatırımcılar dolar
1201
+ 600
1202
+ sonucun ne olmasını bekliyorsunuz
1203
+ 601
1204
+ diğer partiler se açık farklı gerilengeliyor
1205
+ 602
1206
+ bugüne kadar eyalete tespit edilen vaka yok
1207
+ 603
1208
+ fonların sekiz milyon avroluk bölümü hemen verilecek
1209
+ 604
1210
+ kosovada altı hafta önce düfüz sayımı yapıldı
1211
+ 605
1212
+ bir doksan iki bu açıdan hangi noktaya uyguluyor
1213
+ 606
1214
+ anketlerden bir sonuç çıkmadı
1215
+ 607
1216
+ gelecekte ne tür adımlarına atılması bekleniyor
1217
+ 608
1218
+ hırvat takımı jüri özel ödülü de aldı
1219
+ 609
1220
+ kuruluş ilk defa sırbistana not verdi
1221
+ 610
1222
+ i̇ki aday ikinci turda karşı karşıya gelecek
1223
+ 611
1224
+ yasaların ağustos ayında onaylanması bekleniyor
1225
+ 612
1226
+ bu güne badnik adı verilir
1227
+ 613
1228
+ ancak iyi haberler de yok değil
1229
+ 614
1230
+ siz de aynı fikirde misiniz
1231
+ 615
1232
+ yeni meclis ilk oturumunu gerçekleştirdi
1233
+ 616
1234
+ şu andaki asker sayısı ise on üç bin
1235
+ 617
1236
+ makedon yetkililerdense yanıt çabgeldi
1237
+ 618
1238
+ ekim itibarıyla gerçekleştirecekleriniz arasından iki-üç madde sayabilir misiniz
1239
+ 619
1240
+ söz konusu taslağı inceleme fırsatı bulabildiniz mi
1241
+ 620
1242
+ hoş değildi
1243
+ 621
1244
+ ab temsilcileri haberi memnuniyetle karşıladılar
1245
+ 622
1246
+ girişimin hazırlanması yıllar sürdü
1247
+ 623
1248
+ elektriğe bu ay yüzde altı virgül yedi oranında zam yapıldı
1249
+ 624
1250
+ kasedin etkisi büyük oldu
1251
+ 625
1252
+ bugüne kadar iki yüz elli milyon ton cevher kullanıldı
1253
+ 626
1254
+ ancak bazıları duruma şüpheyle yaklaşıyor
1255
+ 627
1256
+ ama arabuluculuk rolünü türkiye üslenebilir
1257
+ 628
1258
+ ülke gelecek yıl vizeden kurtulmayı umuyor
1259
+ 629
1260
+ tutan kara tek biri yerden bırakmıyor
1261
+ 630
1262
+ bu girişimin amacı nedir
1263
+ 631
1264
+ şimdi ise bu zornuluk ortadan kalktı
1265
+ 632
1266
+ ancak bütün haberler de karamsar değil
1267
+ 633
1268
+ sadece bükreşte bin iki yüz polis memuru açığı var
1269
+ 634
1270
+ maçı i̇ngiltere i⁇-b⁇ kazandı
1271
+ 635
1272
+ ayrıca güzel manzaralı bir balkonu da var
1273
+ 636
1274
+ bu yorumlar lahey tarafından hoş karşılanmadı
1275
+ 637
1276
+ ödül töreni on altı mayısta gerçekleşecek
1277
+ 638
1278
+ macaristan pasaport politikası mı oynuyor
1279
+ 639
1280
+ bu yüzden de cipliçe göre çözüm yeni seçimler
1281
+ 640
1282
+ bu ay yeni ve kapsamlı kazılar başlatılacak
1283
+ 641
1284
+ doğrulanmış on iki vakadan dördü ölümle sonuçlandı
1285
+ 642
1286
+ bu yüzden de kimse ateşle oynamamalıdır
1287
+ 643
1288
+ i̇ki madende iki bin beş yüzden fazla kişi çalışıyor
1289
+ 644
1290
+ şimdilik
1291
+ 645
1292
+ sanatçı yirmi altı bin avro tazminat aldı
1293
+ 646
1294
+ bunun için geri geleceğiz
1295
+ 647
1296
+ sizce iki bin dokuz şirket açısından başarılı bir yıl mıydı
1297
+ 648
1298
+ bilim insanı bu neden değiştirme gerekiyor ki diye soruyor
1299
+ 649
1300
+ peki ama neden
1301
+ 650
1302
+ tavuk eti satışları yüzde düştü
1303
+ 651
1304
+ yine de hala kırılgan
1305
+ 652
1306
+ bu durumun devam edeceği konusunda iyimserim
1307
+ 653
1308
+ ancak hala bazı engeller var
1309
+ 654
1310
+ bu eski teknolojinin riski olduğu düşünülüyor
1311
+ 655
1312
+ i̇hale için son teklif verme günü beş aralık
1313
+ 656
1314
+ dört yıl sonra dava gün ışuğula çıktı
1315
+ 657
1316
+ onlar için yaptıklarınızdan memnun musunuz
1317
+ 658
1318
+ bu bir yılda yapılan dördüncü zam oldu
1319
+ 659
1320
+ bu örnekte ise iki farklı görüş var
1321
+ 660
1322
+ kendisine çingene verilmesini de aldırmıyor
1323
+ 661
1324
+ bu sorun diğer bölge ülkelerinde de aynı
1325
+ 662
1326
+ bölgede eşitsizlikler var ve hatıralar daha taze
1327
+ 663
1328
+ aynı kültüre sahibiz ve dillerini biliyoruz
1329
+ 664
1330
+ kuzeydeki sorunların anıda çözüm yok
1331
+ 665
1332
+ i̇ngilizce ve fransızca biliyor
1333
+ 666
1334
+ festivale sekiz sınav ülkesi katıldı
1335
+ 667
1336
+ forumda yirmi altı ülkeden temsilciler yer olacak
1337
+ 668
1338
+ eskiden insanlar daha neşeliydi
1339
+ 669
1340
+ savaş dönemi sona erdi ve şimdi inşa etme zamanı
1341
+ 670
1342
+ tarih köprüyü bir balkan simgesi haline getirdi
1343
+ 671
1344
+ önde gelen borçlular ise demler kurumlar
1345
+ 672
1346
+ kampanya gelecek ay tamamlanacak
1347
+ 673
1348
+ ertesi günde mahkeme suçlamaları geri çekti
1349
+ 674
1350
+ duruşmanın gelecek yıla sarkması bekleniyor
1351
+ 675
1352
+ etkinlik on beş mayısa kadar devam edecek
1353
+ 676
1354
+ o ülkeden herhangi bir tepki geldi mi
1355
+ 677
1356
+ benim kabul edilemez gördüğüm statüko muydu
1357
+ 678
1358
+ şampiyonaya tüm dünyadan toplam iki yüz kırk üç kişi katıldı
1359
+ 679
1360
+ bu iş kolay olmayacak
1361
+ 680
1362
+ buğdayın fiyatı artmıştır
1363
+ 681
1364
+ halk arasındaki tepkiler de şok niteliğinde
1365
+ 682
1366
+ pazar günü almanya itirazlarını geri çekti
1367
+ 683
1368
+ artık tüm bunlar değişti
1369
+ 684
1370
+ sizce eski yukoslar ve topraklarına medya profesörel ve ahlaki açıdan yeterli olgunluğa ulaştı mı
1371
+ 685
1372
+ her iki zanlı da soykırımla suçlandı
1373
+ 686
1374
+ hükümetse suçlamayı reddediyor
1375
+ 687
1376
+ savaş suçu davaları hâlâ inceleniyor
1377
+ 688
1378
+ kıbrıs sorunda herhangi bir değişiklik yoktur
1379
+ 689
1380
+ parti türkiyedeki seksen bir ilin elli sekizini ele geçirdi
1381
+ 690
1382
+ tadiçin çağrısına uyuldu mu
1383
+ 691
1384
+ organizatörler öneriyi geri çevirdiler
1385
+ 692
1386
+ şu andaki personel sayısı iki bin sekiz yüz elli bir
1387
+ 693
1388
+ toplantı dokuz saat sürdü
1389
+ 694
1390
+ üst görevli başka sırplar da var mıydı
1391
+ 695
1392
+ fakat ilişkiler her zaman bu kadar pembe değil
1393
+ 696
1394
+ şu anda bölgede yaklaşık doksan bin sırp yaşıyor
1395
+ 697
1396
+ her yaştan takasçı geliyor
1397
+ 698
1398
+ kitap tek kişi ben alabilen adım
1399
+ 699
1400
+ bakbakanlağa kosova konusunda da konuştular
1401
+ 700
1402
+ bu arada gözler yeni anayasanın kabulüne döndü
1403
+ 701
1404
+ bu yasada yeni olanlar nedir
1405
+ 702
1406
+ tasarının en çok tartışılan maddesi madde yedi
1407
+ 703
1408
+ eğitim ve danışmanlığa on martta devam ettik
1409
+ 704
1410
+ dava iki bin üç sonlarında başladı
1411
+ 705
1412
+ dizi harika
1413
+ 706
1414
+ astiboda dört bin kişi çalışıyordu
1415
+ 707
1416
+ fakat i̇vica farklı düşünüyor
1417
+ 708
1418
+ operasyon pazar günü şafak sularında başlatıldı
1419
+ 709
1420
+ ancak her şey o kadar kolay değil
1421
+ 710
1422
+ bu yüzden meclis çalışmaları durmuş durumda
1423
+ 711
1424
+ özlem sonunda morandına eriyoruz
1425
+ 712
1426
+ operasyon altı kemtte birden yürütüldü
1427
+ 713
1428
+ proje altyapı ve ekonomik açıdan önem taşıyor
1429
+ 714
1430
+ durres turizm açısından da önem taşıyor
1431
+ 715
1432
+ sergi ocak ayı sonuna kadar açık kalacak
1433
+ 716
1434
+ gürp hesabını geçen ay açmıştı
1435
+ 717
1436
+ ancak onlar olmadan film de yapılmaz
1437
+ 718
1438
+ bunu nasıl değerlendiriyorsunuz
1439
+ 719
1440
+ bu arada yerli malları da yok oluyor
1441
+ 720
1442
+ projenin toplam maliyeti yaklaşık altmış milyon avro
1443
+ 721
1444
+ mollova toplantı gözlemci satüsüyle katılıyor
1445
+ 722
1446
+ yaklaşık yüzde on ise kararsız
1447
+ 723
1448
+ ana mörüde balık ve domuz et var
1449
+ 724
1450
+ anlaşma bir ocakta yürürlüğe girecek
1451
+ 725
1452
+ şu ânda bütün yerler tutulmuş durumda
1453
+ 726
1454
+ bu yılki rapor serinin sekizinci raporu oldu
1455
+ 727
1456
+ fuara altı yüz yerli ve yabancı yayıneve katılacak
1457
+ 728
1458
+ başlıca farklılık notları ekonomik
1459
+ 729
1460
+ bin yasoyurunca bunlar da kaldırıldı
1461
+ 730
1462
+ doğrusu benim için hoş bir sürpriz oldu
1463
+ 731
1464
+ hayvar kırmızı biberden yapılıyor
1465
+ 732
1466
+ muarazada kendi hayatını sürdürmeye çalıştı
1467
+ 733
1468
+ belgradda bu konuyla ilgili herhangi bir geri bildirim aldınız mı
1469
+ 734
1470
+ tartışma haziran ayında yapılacak
1471
+ 735
1472
+ bu yılki en önemli konu güvenlikti
1473
+ 736
1474
+ aynı gün de başkanlığın başkanı seçildi
1475
+ 737
1476
+ bunun değişeceğini umuyorum
1477
+ 738
1478
+ fonlar eğitim projelerinde kullanılacak
1479
+ 739
1480
+ yeni lider on sekiz şubatta ant içecek
1481
+ 740
1482
+ ancak rejim çöktükten sonra müze kapatılmıştı
1483
+ 741
1484
+ bu haliyle köy oldukça huzurlu görünüyor
1485
+ 742
1486
+ armagedon küsmüş
1487
+ 743
1488
+ muhalefet partileri bu hareketi sorguladılar
1489
+ 744
1490
+ tesisin yüz yüz yirmi yeni iş yaratması bekleniyor
1491
+ 745
1492
+ fakat süreç içinde sorunlar da yaşanmıyor değil
1493
+ 746
1494
+ avrupa birliği resmi bir açıklamada bulunmadı
1495
+ 747
1496
+ makedon okulları çevre eğitimine kavuştu
1497
+ 748
1498
+ ancak kuruluşun özelleştirlmesi kolay olmadı
1499
+ 749
1500
+ travniktdeki evin iç
1501
+ 750
1502
+ kahvelerimizi bitirdik arabaya geri yürüdük
1503
+ 751
1504
+ öğrenmede ve sınavlarda sıkıntı yaşıyorlar
1505
+ 752
1506
+ bu ürün tanıtımlarında iddia edilen etkileri yaratıyor mu yoksa bir avltmacadan mı ibaret
1507
+ 753
1508
+ torunu kitonun izinden mi gidiyor
1509
+ 754
1510
+ polis reformu en büyük engel olmayı sürdürüyor
1511
+ 755
1512
+ anlaşma üçüncü şahıs gemiler için geçerli değil
1513
+ 756
1514
+ bölge yeni ve tarihi bir fırsatla karşı karşıya
1515
+ 757
1516
+ hızlı ve doğru şekilde hareket etmek zorundaydık
1517
+ 758
1518
+ merkez bankasına başlıca altı düşük enflasyon
1519
+ 759
1520
+ şimdi ise bu oranlar yer değiştirdi
1521
+ 760
1522
+ futbol etnik bölünmeleri aşabilir mi
1523
+ 761
1524
+ anlaşmanın değeri dört virgül yedi milyon dolardı
1525
+ 762
1526
+ ülkede altı yüz seksen romen askeri bulunuyor
1527
+ 763
1528
+ ancak tutuklama olmadı
1529
+ 764
1530
+ on milletvekili çekimser kaldı
1531
+ 765
1532
+ bundan cumhurbaşkanı bile etkilendi
1533
+ 766
1534
+ demokratla buna tehhit verdiler
1535
+ 767
1536
+ i̇ddia ettikleri gibi laskey takmıyordum
1537
+ 768
1538
+ bu neredeyse her yüz erkekler ikisi demek
1539
+ 769
1540
+ peki ya çocukları sadece benim değil yunan aileleri yetiştirdiği dış o çocukları geleceği
1541
+ 770
1542
+ hükümet anlaşmayı haziran ayında imzalamıştı
1543
+ 771
1544
+ proje mart ayında başlatıldı
1545
+ 772
1546
+ yazarın yetmiş kitabı jirminin üzerinde dile çevrildi
1547
+ 773
1548
+ cezalar yirmi yedi eylülde verildi
1549
+ 774
1550
+ fakat bazı iddiaların sınırları var
1551
+ 775
1552
+ binada restrasyon çalışmaları sürüyor
1553
+ 776
1554
+ bu kampanya beklenilen başarıya ulaştı mı
1555
+ 777
1556
+ çift anı vatanların ayrılmayı düşünüyor
1557
+ 778
1558
+ kosovada kasım ayında seçimler yapılacak
1559
+ 779
1560
+ bu çerçevede pek çok ev yeni veriyor
1561
+ 780
1562
+ sonucu çok az kişi tahmin etmişti
1563
+ 781
1564
+ niçin
1565
+ 782
1566
+ umarım bu şekilde anlaşılmıyordur
1567
+ 783
1568
+ makedon başkenti hafta sonu cazla dolup taştı
1569
+ 784
1570
+ hepimiz doğru yoldayız
1571
+ 785
1572
+ öte yandan washington da sahneye çıktı
1573
+ 786
1574
+ bu bir meclis kararı mı yoksa bağlayıcı bir referandum sonucunda mı olacak
1575
+ 787
1576
+ bu tür önkoşulları yerine getirmek kolay değil
1577
+ 788
1578
+ odun olmasa şimdiye dek ölmüştük
1579
+ 789
1580
+ listenin sonunda yer alan ülke ongolu oldu
1581
+ 790
1582
+ uluslararası toplumun özellikle çatışmadan yeni çıkılmış bu dönemde nasıl bir faydası olabilir
1583
+ 791
1584
+ polisin soruşturması devam ediyor
1585
+ 792
1586
+ buzhâlâ buna katılıyor
1587
+ 793
1588
+ burada özgürlüğümüz yok güvenliğimiz yok
1589
+ 794
1590
+ bir köpeğin kariyeri beş yıla kadar sürebiliyor
1591
+ 795
1592
+ yarışmaya üç yüz otuz dokuz güfte katıldı
1593
+ 796
1594
+ sizleri yatırım yapıyoruz
1595
+ 797
1596
+ kuzeyde durumun şiddetlenmesini bekliyor musunuz
1597
+ 798
1598
+ ancak bu plan şimdilik suya düşmüş görünüyor
1599
+ 799
1600
+ maaşlar ve emekli aylıklarında kesinti yapıldı
1601
+ 800
1602
+ bazen baskı fiziksel şiddete de dönüşüyor
1603
+ 801
1604
+ bu herşeyi açıklıyor
1605
+ 802
1606
+ konuttan sonraki öncelik eğitim
1607
+ 803
1608
+ bir sonraki ay bir anayasa kabul edildi
1609
+ 804
1610
+ miljus daha önce de ödüm tehditleri almıştı
1611
+ 805
1612
+ kimilerine göre bu yeni bir şey değil
1613
+ 806
1614
+ diğer ikisi ise katılmayacaklarını bildirdi
1615
+ 807
1616
+ ancak öngörülen tedbirler henüz uygulanmış değil
1617
+ 808
1618
+ takım şimdiden bazı hayal kırıklıkları yaşadı
1619
+ 809
1620
+ bence bu son derece yanlış bir kamu
1621
+ 810
1622
+ grup kazanmaa yabancı değil
1623
+ 811
1624
+ sdarya maliyetiyse bunun iki katından fazla
1625
+ 812
1626
+ ana sorun finansman
1627
+ 813
1628
+ bu bölgeyle ilgili alan üç karardan biriydi
1629
+ 814
1630
+ birçok blogcu adaylığın olumlu olduğuna inanıyor
1631
+ 815
1632
+ safallarının görüntüleri tüm dünyaya yayıldı
1633
+ 816
1634
+ günümüzde siyasetçiler hiçbir şey yapmıyor
1635
+ 817
1636
+ onun gözüne özellikle iki fotoğraf çarpmış
1637
+ 818
1638
+ mitoladaki bir ilkti
1639
+ 819
1640
+ projenin üç yıl içinde tamamlanması bekleniyor
1641
+ 820
1642
+ sergiye on dört ülkeden yüz kırk beş tematçi katıldı
1643
+ 821
1644
+ komanya erkekler durumda ikinci oldu
1645
+ 822
1646
+ bir diğer sorun da kıbrıs
1647
+ 823
1648
+ teklif sunma süresi otuz eylülde sona eriyor
1649
+ 824
1650
+ makedonyadaki tepkiler karışık oldu
1651
+ 825
1652
+ buralarda nadelen fatura geziliyor
1653
+ 826
1654
+ askeri gerginlik yok
1655
+ 827
1656
+ açılış altı nisanda
1657
+ 828
1658
+ herşeyden önce krizi görmezden gelmeyeceğiz
1659
+ 829
1660
+ aksi takdirde yeni seçimler yapılacak
1661
+ 830
1662
+ sergi yirmi sekiz şubata kadar devam edecek
1663
+ 831
1664
+ ancak reformu siyasi bağlamı pek dostça olmadı
1665
+ 832
1666
+ bin kültürünün müziğiniz ve yaratıcı çalışmalarınız üzerinde doğrudan bir etkisi oldu mu
1667
+ 833
1668
+ oylama perşembe günü yapılacak
1669
+ 834
1670
+ bu yüzden moralleri bozuldu
1671
+ 835
1672
+ ancak rusya hala şüpheli
1673
+ 836
1674
+ nisan bin dokuz yüz doksan iki pek çok vatandaş için hala canlı
1675
+ 837
1676
+ ayrıca dört de sırp polisi vardı
1677
+ 838
1678
+ bazı ikili toplantılar da yapılıyor
1679
+ 839
1680
+ i̇ş böyle işliyor
1681
+ 840
1682
+ peki bunlar yeterli mi
1683
+ 841
1684
+ ön teklifler yirmi altı kasıma kadar kabul edilecek
1685
+ 842
1686
+ cumhurbaşkanlığı için on iki aday mücadele ediyor
1687
+ 843
1688
+ ayrıca yüzde dört virgül elli dördü de kadınlardan meydana geliyor
1689
+ 844
1690
+ haydarpnişi i̇ssiçrede yaşıyor ve çalışıyor
1691
+ 845
1692
+ ancak slavesgu istifa etmeyi reddetti
1693
+ 846
1694
+ parti karışık tepkiler aldı
1695
+ 847
1696
+ kostunicanın seydiu ile görüşmesi de ilerliyor
1697
+ 848
1698
+ sizce kosova bölgedeki diğer ülkeler örnek oluyor mu
1699
+ 849
1700
+ seçimler on altı kasımda yapılacak
1701
+ 850
1702
+ herşeyiniz vardır
1703
+ 851
1704
+ bu yılki fuarın onur konuğu kübarı
1705
+ 852
1706
+ görüşmede bölgesel meselelere de değinildi
1707
+ 853
1708
+ masalardan birinde dört kadın lafa girdi
1709
+ 854
1710
+ çok ilginç bir film olabilir
1711
+ 855
1712
+ küresel çatta tanınma konusundaki yeni stretiji nedir
1713
+ 856
1714
+ genişleme planları bununla da bitmiyor
1715
+ 857
1716
+ sibiunun kendisi de bir açık hava müzesi
1717
+ 858
1718
+ tesiste ağır hasar meydana gelmişti
1719
+ 859
1720
+ karışımı sertleşene kadar yoğurun
1721
+ 860
1722
+ sonuç olarak tarifelerde indirim bekleniyor
1723
+ 861
1724
+ sırbistan en iyi atletlerini en iyi antrenman koşullarına nasıl kavuşturcak
1725
+ 862
1726
+ arnavut kamu kuruluşları alarma geçirildi
1727
+ 863
1728
+ fenerbahçe ülke listesini kapattı
1729
+ 864
1730
+ sahneye çıktığınızda hâlâ aynı enerji ve coşkuyu hissediyor musunuz
1731
+ 865
1732
+ bizim saymmaya başladığımız nokta burası
1733
+ 866
1734
+ toplam nüfus sadece iki milyon
1735
+ 867
1736
+ raporda bulgaristana altı tavsiyede bulun oldu
1737
+ 868
1738
+ her iki lider de farklı çalışma tarzlarına sahipti
1739
+ 869
1740
+ bunu başarıp başaramamak ise onlara kalmış
1741
+ 870
1742
+ binlerce kişi evlerinden göçe zorlandı
1743
+ 871
1744
+ bunlardan altmışı süpheni bulundu
1745
+ 872
1746
+ artık insanlar daha bireysel yaşıyor
1747
+ 873
1748
+ yüksek öğretimdeki rakamlar daha da düşük
1749
+ 874
1750
+ değişim dönemi başlamıştı
1751
+ 875
1752
+ temmuz ayında evleniyor
1753
+ 876
1754
+ söylediği şey de yanlış değil
1755
+ 877
1756
+ bakanı koalisyon ortakları bile eleştirdi
1757
+ 878
1758
+ programda on ülkeden yirmi belgesel yer alıyor
1759
+ 879
1760
+ yağmur aynı zamanda temzler
1761
+ 880
1762
+ selimaj yaklaşık otuz avro harcıyor
1763
+ 881
1764
+ mağdurların hiçbir hakkı olmaması çok saçma
1765
+ 882
1766
+ final karşılaşması ankarada oynandı
1767
+ 883
1768
+ kani bu yılın daha da zor geçeceğini öngörüyor
1769
+ 884
1770
+ peki balkan sporcuların şanslılar arasında yer alacak mı
1771
+ 885
1772
+ seçimleri nasıl değerlendiriyorsunuz
1773
+ 886
1774
+ sorguya cuma günü de devam edildi
1775
+ 887
1776
+ ben de neden bunları burada yapmalıyım ki dedim
1777
+ 888
1778
+ for iki ülkeyi sorunu abartmamaya çağırdı
1779
+ 889
1780
+ anlaşmanın değeri üç yüz altmış milyon dolar
1781
+ 890
1782
+ bu davaya on sekiz hakim baktı
1783
+ 891
1784
+ fakat bin dört yüz elli üç fethinin anma törenleri tarihle bağdaşıyor mu
1785
+ 892
1786
+ pek çok dükkan sahibi için işler berbat
1787
+ 893
1788
+ brak televizyona bütün etkinliği belgeledi
1789
+ 894
1790
+ periklis lokovakis dört yüz metre engellidi iddialı
1791
+ 895
1792
+ bu bombaların yüzde yirmi kadarı patlamadı
1793
+ 896
1794
+ otobüsler gönüllüleri alanda taşıyamadı
1795
+ 897
1796
+ türkiye geçen yıl turizmde rekormlar kırdı
1797
+ 898
1798
+ bu düşüncesinde yalnız da değil
1799
+ 899
1800
+ sırbistan kuzey kosovada belge toplayabilir mi
1801
+ 900
1802
+ bir hafta süren yarışma on altı kasada sona erdi
1803
+ 901
1804
+ kayatli süper de salondan da bunun kanal aldı
1805
+ 902
1806
+ üretimin yüzde sekseni ihran edilecek
1807
+ 903
1808
+ sergi dört marta kadar devam edecek
1809
+ 904
1810
+ şimdi başarılı olup bu bariyeri kırallar mı
1811
+ 905
1812
+ bu planın bölge açısından anlamı açık
1813
+ 906
1814
+ bizim için silahlı kuvetler kutsaldır
1815
+ 907
1816
+ çözüme ulaşmanın yolu bu değildir
1817
+ 908
1818
+ sergi yirmi sekiz şubata kadar açık kalacak
1819
+ 909
1820
+ girilmişse park görevlisi hiçbir şey yapmıyor
1821
+ 910
1822
+ oylar hala sayılıyor
1823
+ 911
1824
+ kocası ise daha sonra yine yunensler ödönmış
1825
+ 912
1826
+ yarı maraton yarışını bir çift avrupalı kazandı
1827
+ 913
1828
+ böyle davranmamız için özür dileriz
1829
+ 914
1830
+ sınır hizmetlerinin işlevleri attırıldı
1831
+ 915
1832
+ oranda iki bin yılından beri ilk defa düşüş yaşandı
1833
+ 916
1834
+ türkiye nükler santeler kurulmasını onayladı
1835
+ 917
1836
+ militin bu tür filmin gösteriye girmesi mümkün mü diye soruyor blogundan
1837
+ 918
1838
+ etik sonuçlar bu azını yaşam tersine yol aşı
1839
+ 919
1840
+ beş yıl dolayı otuz beş milyon araya mal olacak
1841
+ 920
1842
+ çok sayıda siyasi de tutuklamala yönetimde
1843
+ 921
1844
+ şu anda ise bu inkârdeki yerine yokulannıyor
1845
+ 922
1846
+ sivil örgütler de şaşırmış durumda
1847
+ 923
1848
+ aralık bin dokuz yüz doksan üçe kadar da bu mevkide kaldı
1849
+ 924
1850
+ bu sırbistanda ilk defa uygulanan bir yöntem
1851
+ 925
1852
+ yeniden inşa çalışmaları yeni başladı
1853
+ 926
1854
+ karadağ bunda yetmiş iki virgül milyon avroluk paya sahipti
1855
+ 927
1856
+ aliu gıyaben ömür boyu hapse mahkum edilmişti
1857
+ 928
1858
+ peki bu seçim türkiyenin parçalanmış solunda yeni bir dönem başlatacak mı
1859
+ 929
1860
+ karı severim ama bu çok fazlaydı
1861
+ 930
1862
+ bu ikisi yarı finallerde yanlışlıkla evlenmişti
1863
+ 931
1864
+ balkanlarda hukuk devleti ilkesi nihayet pekisiyor mu
1865
+ 932
1866
+ bakarciev daha sonra olaydaki rolünü itiraf etti
1867
+ 933
1868
+ bu dilim özellikle edenler arasında yaygın
1869
+ 934
1870
+ i̇haleyi verme süreci aylardır süncemedeydi
1871
+ 935
1872
+ rücker görevde resmi olarak bir eylülde başlayacak
1873
+ 936
1874
+ türk takımı kırk iki puanla üçüncü oldu
1875
+ 937
1876
+ fomar iki bin on iki bin on üç yılları arasında sağlanacak
1877
+ 938
1878
+ gözden geçirilmekte olan diğer bir madde ise seksen yedi
1879
+ 939
1880
+ burası ruhumu doyuruyor
1881
+ 940
1882
+ fakat pek kişi de gereksiz olduğu görüşünde
1883
+ 941
1884
+ hükümetin bu meseleyle ilgili görüşünü destekliyor musunuz
1885
+ 942
1886
+ siyasi açıdan sular durulmuş görünüyor
1887
+ 943
1888
+ bulgraz etkili oldu ama sona erdi
1889
+ 944
1890
+ romanyada arabaişı patlama yaşıyoruz
1891
+ 945
1892
+ i̇lham her zaman içinizde olmalıdır
1893
+ 946
1894
+ proje yaklaşık on beş bin kişiye iş sağlayacak
1895
+ 947
1896
+ yine de sarpojne fikri destek buluyor
1897
+ 948
1898
+ profesör özel an bunu değerlendirmeye katılıyor
1899
+ 949
1900
+ maç otuz bir yirmi dokuz skorla sona erdi
1901
+ 950
1902
+ yine de herşey kıbrısın kendi kararına bağlı
1903
+ 951
1904
+ konferans dört ekimde sona erdi
1905
+ 952
1906
+ komşu ülkeler de izleyecek modeller oluşturdular
1907
+ 953
1908
+ ancak ülke bunu henüz yapmış değil
1909
+ 954
1910
+ bölümün sinyalizasyonu tekrar yapıldı
1911
+ 955
1912
+ bunların şu anki fiyatları yedi virgül yetmiş ve yirmi iki virgül yirmi avro
1913
+ 956
1914
+ fakat bu durumun etkileri halen devam ediyor
1915
+ 957
1916
+ hükümetin çarşamba günü antiçmesi bekleniyor
1917
+ 958
1918
+ ancak bu çok zor bir görev
1919
+ 959
1920
+ bu noktalar yerel yönetimlerce sağlanacak
1921
+ 960
1922
+ durum bir gecede değişmeyecek
1923
+ 961
1924
+ noel ödüllü i̇vo andriç
1925
+ 962
1926
+ ziyaret yirmi bir temmuzda gerçekleşecek
1927
+ 963
1928
+ paktın önerisi basitti
1929
+ 964
1930
+ erdoğan ilişkileri reddetti
1931
+ 965
1932
+ fakat önce i̇nşaat emedebi geliyor
1933
+ 966
1934
+ fiştine belgrad dilığu kurtarılabili mi
1935
+ 967
1936
+ bu konuda neler söyleyeceksiniz
1937
+ 968
1938
+ fakat balı ülkeler de tomik dürle dorguluyor
1939
+ 969
1940
+ bu ki şimdi durum nasıl
1941
+ 970
1942
+ daha sonra görüş belgesini oluşturduk
1943
+ 971
1944
+ bu bizim her gün yaşadığımız bir realite
1945
+ 972
1946
+ kütle kaşıktan ayrılmaya başlayana dek kavurun
1947
+ 973
1948
+ emir osmanagiç kolay pek etmiyor
1949
+ 974
1950
+ polis grubun yirmi bir üyesini tutukladı
1951
+ 975
1952
+ bazı konularda ise belirsizlik söz konusu
1953
+ 976
1954
+ tüm bunlar ilgimizi çekse de uzun kalamazdık
1955
+ 977
1956
+ makedonyanın puanı değişmedi
1957
+ 978
1958
+ pek çok kişi başkalarının attığı şeyleri istiyor
1959
+ 979
1960
+ makedon hükümeti pazar günü ulusal yask ilan etti
1961
+ 980
1962
+ etkinlik yirmi altı ağustosa kadar devam edecek
1963
+ 981
1964
+ dünya afrika kültürünü hissetme fırsatı yakaladı
1965
+ 982
1966
+ sorunun yüz otuz dört milyon avro kadar tam anılıyor
1967
+ 983
1968
+ karadağın ise sıfır virgül altmış üç ile en çok puan aldı
1969
+ 984
1970
+ i̇spanya karar konusunda inat ediyor
1971
+ 985
1972
+ bu insanlar da iş bulmakta zorlanıyor
1973
+ 986
1974
+ o sihırbaz dilisarce yeni seçilmiş bir lider
1975
+ 987
1976
+ i̇ranlılar da talebe oydular
1977
+ 988
1978
+ katılanların yaklaşık yüzde kırkı otuz beş yaş altında
1979
+ 989
1980
+ ancak bir klinik değil
1981
+ 990
1982
+ i̇ki bölümden oluşan propörtajın ikinci bölümü
1983
+ 991
1984
+ hükümet bu hamle yapmaya tamamen hazır
1985
+ 992
1986
+ sırbistanda tepkiler karışık oldu
1987
+ 993
1988
+ atinada dilenen bir kadın
1989
+ 994
1990
+ diğerleri konser
1991
+ 995
1992
+ bundan sonra bu miktar yarıya ediyor
1993
+ 996
1994
+ i̇şte mi diğeri hamuru tekrarlay
1995
+ 997
1996
+ dunrm kosovadaki genel güvenlik durumu üzerindeki yatkısı ne olacaktır
1997
+ 998
1998
+ festival yirmi dört nisanda sona eriyor
1999
+ 999
2000
+ ancak bölge elerki bir tarihte imzalanacak
2001
+ 1000
2002
+ görünüm en yeri olarak belirti değil
2003
+ 1001
2004
+ diyalogun sonuç üuretmaya devam etmastine mu yorum
2005
+ 1002
2006
+ bilgim yoktu
2007
+ 1003
2008
+ proje on üç milyon avro değerildi
2009
+ 1004
2010
+ bu kişiler de üçer yıl hapis cezası aldılar
2011
+ 1005
2012
+ projenin toplam maliyeti otuz bir virgül dokuz milyon avro
2013
+ 1006
2014
+ satış sözleşmesi on beş temlozda imzalandı
2015
+ 1007
2016
+ toplam yatırım yirmi milyon avroya ulaşabilir
2017
+ 1008
2018
+ ancak ren böyle bir niyet reddetti
2019
+ 1009
2020
+ mevcut işsizlik oranı yüzde on iki virgül dört
2021
+ 1010
2022
+ bize arkadan ateş de ettiler
2023
+ 1011
2024
+ nüfusun çoğunluğunda kızgınlık var
2025
+ 1012
2026
+ herkes bugün şu paylaşmıyor
2027
+ 1013
2028
+ aydar ve kartal daha sonra serbest bırakıldı
2029
+ 1014
2030
+ avrubölgesi krizi kosovayı teht geçebilir mi
2031
+ 1015
2032
+ gülün göreve aday olması bekleniyor
2033
+ 1016
2034
+ yargımın varış noktası sorun yaratıyor
2035
+ 1017
2036
+ diğer beş adayın daha az oy alması bekleniyor
2037
+ 1018
2038
+ afrika dünya
2039
+ 1019
2040
+ aralarında pek çok munteji var
2041
+ 1020
2042
+ orta büyüklükteki bir ürün tepkisi ne yağlayım
2043
+ 1021
2044
+ saldırganların hiçbiri tespit edilemedi
2045
+ 1022
2046
+ öldürmek onlar için hiçbir şey ifade etmiyor
2047
+ 1023
2048
+ konsere makedonyadan binlerce kişi katıldı
2049
+ 1024
2050
+ dokuz yıl son vergiysenin tekrar cumhurbaşkanı oldu
2051
+ 1025
2052
+ bundan iki hafta sonradan defam etti
2053
+ 1026
2054
+ eğer deolum mümkünse bu nasıl ne hangi uluslararası unsurların arabuluculuğu ile olabilir
2055
+ 1027
2056
+ dürüst olmak gerekirse bu acı veriyor
2057
+ 1028
2058
+ rapor göre enerji üretim tamasitesini geriliyor
2059
+ 1029
2060
+ yasa taslağı geçtimiz hafta meclise sunuldu
2061
+ 1030
2062
+ ancak hükümet bunu reddediyor
2063
+ 1031
2064
+ derslar i̇ngilizce işlenecek
2065
+ 1032
2066
+ yunan takımıyla ilgili kavgalar yenilginin önsözü mü
2067
+ 1033
2068
+ neresincenin tamamı elektriksiz kaldı
2069
+ 1034
2070
+ diğer uzmanlar da benzer kaygılar taşıyor
2071
+ 1035
2072
+ sizce barışın sağlanması mümkün mü
2073
+ 1036
2074
+ slovenya iki bin sekiz yılında kosovayı tanımıştı
2075
+ 1037
2076
+ kısmi bir çözüm ayakta kalamaz
2077
+ 1038
2078
+ dicarlo da bu sözleri tekrarladı
2079
+ 1039
2080
+ biz söylenti ortalım ediyoruz
2081
+ 1040
2082
+ bu rakam hükümeti kurmak için yeterli
2083
+ 1041
2084
+ sana yardım edebiliyorsam ederim
2085
+ 1042
2086
+ bu arada boykot ödenler yalnızca sırplar değildi
2087
+ 1043
2088
+ aynı durum ihtiyacı olanlar için de geçerli
2089
+ 1044
2090
+ gotovina ik⁇⁇ ortasından beri kanundan kaçıyor
2091
+ 1045
2092
+ bazı şeyleri değiştirmeye başlayan insanlar var
2093
+ 1046
2094
+ fakat sırp devleti henüz devreye girmiş değil
2095
+ 1047
2096
+ kosteliç komisyona seçilen ilk hırvat oldu
2097
+ 1048
2098
+ bu konuda mutlaka bir şeyler yapılması gerekecek
2099
+ 1049
2100
+ filmin bir kuruş bile kazanmadığını duydum
2101
+ 1050
2102
+ bu tutuklular sırp mahkemelerinde yargılanacak
2103
+ 1051
2104
+ bu kadar basit
2105
+ 1052
2106
+ i̇lk birkaç gün her zaman en zorudur
2107
+ 1053
2108
+ pek çok tanınmış üye partiden ayrıldı
2109
+ 1054
2110
+ gerçekten
2111
+ 1055
2112
+ i̇ki parti de seçmen yabancılaşmak istemiyor
2113
+ 1056
2114
+ bu kuşak toplumun ileri taşıyabilecek mi
2115
+ 1057
2116
+ fedailerden birisi ise hayatını kaybetmişti
2117
+ 1058
2118
+ otuz güvenlik tedbirleri derhal artırıldı
2119
+ 1059
2120
+ sayısı olmayan bir ev gibiydi
2121
+ 1060
2122
+ nüfusun geri kalan kısmı ise on beş yaşın altında
2123
+ 1061
2124
+ makedonya turnuvayı on birinci sırada tamamladı
2125
+ 1062
2126
+ onlar da beş alpdisipliminde yarışacaklar
2127
+ 1063
2128
+ konseyin yüz yirmi üyesi iki hafta içinde belirlenecek
2129
+ 1064
2130
+ kazı çalışmaları yaklaşık altı ay sürecek
2131
+ 1065
2132
+ biri gittiği geriye yüz binden fazla kişi kaldı
2133
+ 1066
2134
+ kent sakinleri aynı derecede heyecanlılar
2135
+ 1067
2136
+ bu arada romanyada yeni saygınlar bildirdi
2137
+ 1068
2138
+ alışkanlıkları ve adetleri nelerdi
2139
+ 1069
2140
+ bu tamamen doğru değil
2141
+ 1070
2142
+ duruşma on dört mayısa ertelendi
2143
+ 1071
2144
+ i̇sviçre ise dokuz spor ile beşinci sırada yer aldı
2145
+ 1072
2146
+ bunun sonrasında gelen ateşkes kısa ömürlü oldu
2147
+ 1073
2148
+ fiyatlar artarken özel harcamalar düşecektir
2149
+ 1074
2150
+ ne yazık ki insanlar şiddete fazla eğilimli
2151
+ 1075
2152
+ bu görevi beklenilen şekilde yerine getirebiliyorlar mı
2153
+ 1076
2154
+ polis beş binden fazla sahte avroya el koydu
2155
+ 1077
2156
+ priştine seyahat ve turizme odaklanıyor
2157
+ 1078
2158
+ sırp ve hırvat aşırılık yanlıları da var
2159
+ 1079
2160
+ yine de girişimleri ötürü kutluyoruz
2161
+ 1080
2162
+ karar ayrıntılı bir anariz sonrasında alındı
2163
+ 1081
2164
+ ve bunun ülke ekonomisinde etkisi ne olacak
2165
+ 1082
2166
+ festival yirmi ağustosa kadar devam edecek
2167
+ 1083
2168
+ bm kararı incelemekte olduğunu açıkladı
2169
+ 1084
2170
+ toplamda yüzde altmış sekiz virgül altınız erkek yüzde otuz bir virgül dördünüzde kadın
2171
+ 1085
2172
+ bu aranakiki farklı açıdan değerlendirilebilir
2173
+ 1086
2174
+ şimdiye kadar bir teklif sunulmuş değil
2175
+ 1087
2176
+ fakat antolojiler yoğun şekilde tanıtıldı
2177
+ 1088
2178
+ bunun ne bize ne de müşteriler faygısı var
2179
+ 1089
2180
+ toplam yüz on bin avro ödül dağıtılacak
2181
+ 1090
2182
+ yunan uzmanlar da botlu cerrahiye tartışıyor var
2183
+ 1091
2184
+ çoğu için bunlar hiçbir zaman yaşanmadı
2185
+ 1092
2186
+ i̇şten çıkarma sürecini de kolaylaştırdık
2187
+ 1093
2188
+ zaman geldi
2189
+ 1094
2190
+ çinin balkanlardaki i̇pak yolu
2191
+ 1095
2192
+ ancak sorunlar devam ediyor
2193
+ 1096
2194
+ müzakerelerde uluslararası varlık da gerekli
2195
+ 1097
2196
+ olağan üstüydü
2197
+ 1098
2198
+ kosova sırbistan barış antlaçması mı geliyor
2199
+ 1099
2200
+ mahkemeler görevlerin yapacaklar mı
2201
+ 1100
2202
+ i̇ki yıllık habone olunca on beş avroya satın aldım
2203
+ 1101
2204
+ bosna ya normal bir ülke olacak ya da dağılacak
2205
+ 1102
2206
+ hepsi de suçsuz oldu iddia etti
2207
+ 1103
2208
+ tepe zamanları ise sabah ve öğlen saatleri
2209
+ 1104
2210
+ faksın nereden gönderildi belirlenemedi
2211
+ 1105
2212
+ fasseverer de bu sonbahar boş geçirmediler
2213
+ 1106
2214
+ barış müzakereler hiçbir zaman kolylmaz
2215
+ 1107
2216
+ bu durum kosovayı ne şekilde etkileyecek
2217
+ 1108
2218
+ kim de müşfuttolu yalnızca erkekler ilgisini şeker değil
2219
+ 1109
2220
+ son olarak ünanistan bir dünya markasıdır
2221
+ 1110
2222
+ bu perşembe tekrar biraraya gelecekler
2223
+ 1111
2224
+ bizim yükümlülüğümüz bölgeye harfiyen uymaktı
2225
+ 1112
2226
+ mara ile çalışıyor
2227
+ 1113
2228
+ sertifikalar dairemiz tarafından verilmektedir
2229
+ 1114
2230
+ birinin sınıf müvfüreratı hazırlık niteliğinde
2231
+ 1115
2232
+ ancak programın kendi sorunları da yok değil
2233
+ 1116
2234
+ i̇lk katılım haitide olabilir
2235
+ 1117
2236
+ uluslararası toplum krizi çözmeye çalıştı
2237
+ 1118
2238
+ umarım finalde sonra teklif getirirler
2239
+ 1119
2240
+ parçalardan birindeyse bir şans parası bulunuyor
2241
+ 1120
2242
+ bu bizi mahveder
2243
+ 1121
2244
+ burada iyi de kötü de birarada
2245
+ 1122
2246
+ turnuva cumartesi gününe kadar devam edecek
2247
+ 1123
2248
+ şanslı para kimin olacak
2249
+ 1124
2250
+ sergi otuz mayısa kadar i̇stanbulda kalacak
2251
+ 1125
2252
+ projenin değeri yaklaşık altı yüz elli bin avro
2253
+ 1126
2254
+ programın toplamı otuz milyon dolar değerindi
2255
+ 1127
2256
+ seçimler on sekiz nisanda yapılacak
2257
+ 1128
2258
+ her zaman olduğu gibi yeni çocuklarımız gitti
2259
+ 1129
2260
+ barkartlardan çekilmemiz gerektiğini düşünüyorsa neden bize bu yönde daha önce çağrıda bulunmadı
2261
+ 1130
2262
+ ayrıca iç kurumsal meselelere de uğraşıyor
2263
+ 1131
2264
+ bu ülkede hiç kimse o çağa dönmek istemiyor
2265
+ 1132
2266
+ operasyon şu anda halkta büyük destek görüyor
2267
+ 1133
2268
+ hırvatlar fuara on üç buluşla katıldılar
2269
+ 1134
2270
+ manastır şu anda elden geçiriliyor
2271
+ 1135
2272
+ daha ay ulçulu bilgi verilmedi
2273
+ 1136
2274
+ bunlar ekonomiye çok fazla girmiş durumdalar
2275
+ 1137
2276
+ hükümet ise meclis satırıdığını inka etti
2277
+ 1138
2278
+ mayıs iki bin altıda söz konusu rakam otuz dört bin yedi yüz seksen dokuz yedi
2279
+ 1139
2280
+ ancak bu görüşü herkes paylaşmıyor
2281
+ 1140
2282
+ çekimlerin iki bin dokuz başlarında başlaması bekleniyor
2283
+ 1141
2284
+ acelem yok bunu biliyorsunuz
2285
+ 1142
2286
+ bu gece sırbistan kutlama yapıyor
2287
+ 1143
2288
+ duyuru karışık tepkiler doğurdu
2289
+ 1144
2290
+ seçmenler bu inacı oy pusulasına da yansıtıyor
2291
+ 1145
2292
+ park yirmi beş bin kişiye iş sağlayacak
2293
+ 1146
2294
+ duyton sistemi yıprandı artık
2295
+ 1147
2296
+ üyelik için hedef tarihi verilmiyor
2297
+ 1148
2298
+ öte yandan türkiye oldukça iyi gidiyor
2299
+ 1149
2300
+ kurbanlardan ikisi kadındı
2301
+ 1150
2302
+ hirak savaşı türk turizmine ağır darbe oldu
2303
+ 1151
2304
+ cotard bunların patlamadığınu da belirtti
2305
+ 1152
2306
+ bu iddialara yanıtınız nedir
2307
+ 1153
2308
+ onaylanan adaylardan otuz ikisi sırp azınlık mensubu
2309
+ 1154
2310
+ bu da siyaasi açmazın bir sonucu
2311
+ 1155
2312
+ bulgaristan ise kırk ikinci sırada yer aldı
2313
+ 1156
2314
+ bazı aileler için hiçbir veri bulunmuyor
2315
+ 1157
2316
+ ab şimdi endişelerini dile getiriyor
2317
+ 1158
2318
+ fakat bu sürecin bir de kabullenme kısmı var
2319
+ 1159
2320
+ yaklaşık üç bin kişi işinden olabilir
2321
+ 1160
2322
+ peki bu tür iddialar hâlâ akla yatkın mı
2323
+ 1161
2324
+ hükümet olmayan yerde devlet bütçesi de oğlamıyor
2325
+ 1162
2326
+ bunların karşılanmaları zorunludur
2327
+ 1163
2328
+ bu arada imar düzenlemeleri de hiç sıkı değil
2329
+ 1164
2330
+ referandum tarihi henüz belirlenmedi
2331
+ 1165
2332
+ sırp yetkililer statüyü memnuniyetle karşıladı
2333
+ 1166
2334
+ öte yandan sönmüze göre kurul tarafsız değil
2335
+ 1167
2336
+ blackard yaklaşık on bin kişiye de iş verecek
2337
+ 1168
2338
+ savcılar şairbeli nedenlerle davadan alındı
2339
+ 1169
2340
+ sırp üzücü pazar günkü yarışmada birinci oldu
2341
+ 1170
2342
+ bu da tehlikeli olabilir
2343
+ 1171
2344
+ kişisel veriler artık daha iyi korunuyor
2345
+ 1172
2346
+ şebeke bağlantılarının yüzde yirmiye yakını kaçak
2347
+ 1173
2348
+ peki nasıl öğretmenlik yapıyor
2349
+ 1174
2350
+ noel ikramiyesinin ortalama miktarı yüz yetmiş avro
2351
+ 1175
2352
+ liste polis ve yargı kurumlarına ileçildi
2353
+ 1176
2354
+ pek çok kişi pekinde ondan altın bekliyor
2355
+ 1177
2356
+ güneydoğu avrupa hükümetler kayıtdışı ekonominin boyutları konusunda endişe duymalı mı
2357
+ 1178
2358
+ makedonyada şu andaki işsizlik oranı yüzde otuz üç virgül sekiz
2359
+ 1179
2360
+ bu yatırımlara yeni iş sahaları da doğuyor
2361
+ 1180
2362
+ daha fazlası da imarisini bekliyor
2363
+ 1181
2364
+ bir o kadar yaşlı da bir filme histesinde
2365
+ 1182
2366
+ fuar dört on mayıs tarihleri arasında gerçekleşti
2367
+ 1183
2368
+ gün boyunca aileler birbirlerini ziyaret edenler
2369
+ 1184
2370
+ maras finalde on beş bin üç yüz yetmiş beş puan topladı
2371
+ 1185
2372
+ siyasette temiz insanlara ihtiyacımız var
2373
+ 1186
2374
+ calasan yetenekli üçüncü bir lükse da aldı
2375
+ 1187
2376
+ takım finallere yükselecek on iki takımdan biri
2377
+ 1188
2378
+ kanser günü tek sorun hava durumu değildi
2379
+ 1189
2380
+ ondan sonra gelen her şey bize ödül gibi göründü
2381
+ 1190
2382
+ bugünlerde ise değişim rüzgarları hissediliyor
2383
+ 1191
2384
+ tüm partiler erken seçim yapılmasını istiyor
2385
+ 1192
2386
+ sonucu ancak seçim sonuçları belirleyecek
2387
+ 1193
2388
+ şimdi ben mualene olmaya gitsem ve doktor beni kabul etmese ne olacak
2389
+ 1194
2390
+ buddavaskinin aynı ödülü ikinci kazanmışı oldu
2391
+ 1195
2392
+ belge on sekiz haziranda sunulacak
2393
+ 1196
2394
+ projenin toplam maliyeti iki yüz kırk yedi milyon avro
2395
+ 1197
2396
+ vetevendosje limanı tutuklanma sakin siyasete katılması için yakıt sağladı mı
2397
+ 1198
2398
+ tutuklanan da ikisi de sırp vatandaşı
2399
+ 1199
2400
+ türkiye firma yedinci girişiminde salabildi
2401
+ 1200
2402
+ ancak bunun için anayasa değişikliği gerekiyor
2403
+ 1201
2404
+ tek bir grev bile olmadı
2405
+ 1202
2406
+ bu noktada rekabetçilik konusuna geri d��nüyoruz
2407
+ 1203
2408
+ bu faaliyetleri bulgar uyruklular destekliyordu
2409
+ 1204
2410
+ bu olay yirmi iki mayısta gerçekleşti
2411
+ 1205
2412
+ bunların ikisi de mümkün değil
2413
+ 1206
2414
+ biz kaç kişiyiz
2415
+ 1207
2416
+ bulgar takımı kıbrısı üç-sıfır generek birinci oldu
2417
+ 1208
2418
+ ödül iki milyon avro olacak
2419
+ 1209
2420
+ turnuvaya on üç ülkeden doksan sporcu katıldı
2421
+ 1210
2422
+ miletretiri sayısı yüz yirmiden yüz otuz üç oldu
2423
+ 1211
2424
+ bu da hükümetin emrinde olmayan bir meblağı
2425
+ 1212
2426
+ etkinliğe yirmi bir ülkenin temsilcileri katılıyor
2427
+ 1213
2428
+ yine de diğerleri katılım konusunda temkinli
2429
+ 1214
2430
+ çalışma gelecek yıl ilk günlerinde başlayacak
2431
+ 1215
2432
+ parlamento değişikliği cuma günü kabul etti
2433
+ 1216
2434
+ bu da demosun görevlerinden biri
2435
+ 1217
2436
+ sonuç olarak da hizmetler ertelendi
2437
+ 1218
2438
+ bu sevkıyat da bulgaristana gidiyordu
2439
+ 1219
2440
+ tek bir dava bile takip edilmedi
2441
+ 1220
2442
+ toplu taşımacılığı da değişmesi gerekiyor
2443
+ 1221
2444
+ bukreje geldiğinde çocuk babasını arar
2445
+ 1222
2446
+ durum oldukça rahim
2447
+ 1223
2448
+ banka şoanlina yapılandırma altında
2449
+ 1224
2450
+ etkinliğin ileriye dönük bir yönü de var
2451
+ 1225
2452
+ sizce sanat ve pazarlama arasında nasıl bir bağ var
2453
+ 1226
2454
+ tesis kırk megowatlık kapasiteye sahip olacak
2455
+ 1227
2456
+ projenin iki bin yedi yılında tamamlanması bekleniyor
2457
+ 1228
2458
+ görev bu yılın bitimine kadar sürecek
2459
+ 1229
2460
+ sizce bu görüş aycılıklarının nedeni nedir ve bunların üzsesinden nasıl gelinebilir
2461
+ 1230
2462
+ kosova tam mali özerkliğe sahip olacak
2463
+ 1231
2464
+ fakat devletin sunduğu yardımlar kısıtlı kalıyor
2465
+ 1232
2466
+ başsavcı olayla ilgili soruşturma başlattı
2467
+ 1233
2468
+ sırp doktor yeteneğinden ötürü ödüllendirildi
2469
+ 1234
2470
+ önceki ifadeleri kanıt olarak kullanılacak
2471
+ 1235
2472
+ racan liderliği sonrakince devretti
2473
+ 1236
2474
+ dağıtımcı firmalar fiyatları haksız yere mi yükseltti o
2475
+ 1237
2476
+ bu doğru mu sizce
2477
+ 1238
2478
+ teklif süresi on şubatta sona eriyor
2479
+ 1239
2480
+ hırvatlar bu yazm turizm sezonundan endişeli
2481
+ 1240
2482
+ i̇lk hibrid taksiler atinada çalışmaya başladı
2483
+ 1241
2484
+ açılış töreni eylül ayı sonlarında gerçekleşti
2485
+ 1242
2486
+ kurban bayramının sabah namazı özel bir namaz
2487
+ 1243
2488
+ etkinliği kültür bakanlığı düzenledi
2489
+ 1244
2490
+ bir taraf da alıyor diğerini de satıyoruz
2491
+ 1245
2492
+ sizce kültür birleştirici bir unsur mu
2493
+ 1246
2494
+ yumurtalar daha sonra rahme enjekte ediliyor
2495
+ 1247
2496
+ çok yazık
2497
+ 1248
2498
+ sice hükümeti büyük zorluklar çekilmeden kuruldu
2499
+ 1249
2500
+ ne var ki proje başarısızlığa uğradı
2501
+ 1250
2502
+ daha da yüksek hedefler ulaşmayı düşünmeyeceğim
2503
+ 1251
2504
+ yetkililer pasaportu ⁇⁇t martta açıkladılar
2505
+ 1252
2506
+ bir tava yağ veya terayağıyla yağlayın
2507
+ 1253
2508
+ ancak bazıları buna katılmıyor
2509
+ 1254
2510
+ o da çok iyi bir oyuncu alacak
2511
+ 1255
2512
+ bir da jateron meselesi var
2513
+ 1256
2514
+ gerekli yasalar danevcud değil
2515
+ 1257
2516
+ yeni de bu da bir gelişme
2517
+ 1258
2518
+ sonra her şey değişti
2519
+ 1259
2520
+ bunlar ne tür değişiklikler olacak
2521
+ 1260
2522
+ müredatta değişiklik yapılmamasından ne mutlu
2523
+ 1261
2524
+ peki şimdi ne olacak
2525
+ 1262
2526
+ berişanın ekibini çoktan kurduğu bildiriliyor
2527
+ 1263
2528
+ üyelik ufukta göründü ancak hırvat halkı buna hazır mı
2529
+ 1264
2530
+ ardından emlak vergisi adını aldı
2531
+ 1265
2532
+ bu sefer hükümet çevrecilerden yana oldu
2533
+ 1266
2534
+ koğulum nereye uçup gitti
2535
+ 1267
2536
+ asker sayısı on dokuz bin iki yüzden on iki bine düşülecek
2537
+ 1268
2538
+ almanya dişleri bakanı ankarayı ziyaret etti
2539
+ 1269
2540
+ dizi on hatta sona erdi
2541
+ 1270
2542
+ görüşmelerde satış planı sundu
2543
+ 1271
2544
+ en son teknolojiler sonulmalı
2545
+ 1272
2546
+ sırbistan ve karadağ sıralamaya alınmadı
2547
+ 1273
2548
+ yine de ilerleme kaydediliyor
2549
+ 1274
2550
+ şu anda fabrikada yetmiş dört işçi çalışıyor
2551
+ 1275
2552
+ temel sorumlu onlar
2553
+ 1276
2554
+ bugünse türkiyenin çıkarları çok daha karışık
2555
+ 1277
2556
+ koniğe gerek yok da
2557
+ 1278
2558
+ şey bekliyor
2559
+ 1279
2560
+ ancak bir çok sorunları engel teşkil edebilir
2561
+ 1280
2562
+ muhalefet basın ve muhalefet partileri var
2563
+ 1281
2564
+ ölenlerin üçü makedolmatandış
2565
+ 1282
2566
+ olayda yaralanan olmadı
2567
+ 1283
2568
+ tehriasonera şirketin yüzde otuz yedisini sahibi
2569
+ 1284
2570
+ kadınlar cuma namazına katılabilir mi
2571
+ 1285
2572
+ peki bu iki ülkede ekonomi ne durumda
2573
+ 1286
2574
+ bunda mefafelerin yakın olmasını daha göç
2575
+ 1287
2576
+ paki emekli aylıklarına da zam söz ederdi
2577
+ 1288
2578
+ sergi bir nisana kadar açık kalacak
2579
+ 1289
2580
+ görünüm durağan
2581
+ 1290
2582
+ bu arada dikte önceki sözlerini tekrarladı
2583
+ 1291
2584
+ aramalardan şu ana kadar bir sonuç alınamadı
2585
+ 1292
2586
+ grup eyaletin kesime statüsü konusunda rahat
2587
+ 1293
2588
+ ordu kente girerse kaçabilirler
2589
+ 1294
2590
+ gerçekten harikaydı
2591
+ 1295
2592
+ bizim kosovalıları olarak kendi yasalarımız var
2593
+ 1296
2594
+ kuyruklar daha da uzayacak
2595
+ 1297
2596
+ bu önlemlerin bazıları şimdiden alındı
2597
+ 1298
2598
+ baraj sulama için gerekli suçu sağlayacak
2599
+ 1299
2600
+ peki ya yerli halk
2601
+ 1300
2602
+ bu büyük bir ilerleme
2603
+ 1301
2604
+ acaba ülke moskovadan gelecek destek konusunda gereğinden fazla umut besliyor olabilir mi
2605
+ 1302
2606
+ rudovizm nedir
2607
+ 1303
2608
+ çoğunluk bundan şüphe duyuyor
2609
+ 1304
2610
+ bu bizim sorumluklarımızdan biri
2611
+ 1305
2612
+ tekne bin dokuz yüz ⁇şdokuz yılında tekrar tasarlanmıştı
2613
+ 1306
2614
+ bu mesaj da anayasa taslağına eklendi
2615
+ 1307
2616
+ saldırının sorumluluğını henüz üstelen olmadı
2617
+ 1308
2618
+ hükemler bir dolu hatta öcemi hataları yaptılar
2619
+ 1309
2620
+ özelleştirme konu beş yüz yirmi milyon avroya ulaştı
2621
+ 1310
2622
+ projenin maliyeti kırk bir milyon avro
2623
+ 1311
2624
+ seçimlere toplam dört itifak katılıyor
2625
+ 1312
2626
+ eskinliğe yüzde ülkeden toplam beş yüz yetmiş üç öğrenci katıldı
2627
+ 1313
2628
+ atina hareketi memnuniyetle karşıladı
2629
+ 1314
2630
+ janiç cumartesi günü madalya için yarışacak
2631
+ 1315
2632
+ sahiden öyle mi
2633
+ 1316
2634
+ kurallar kamptan kampa değişegül görüyor
2635
+ 1317
2636
+ fakat bunların çoğu gezilerini iktar ettiler
2637
+ 1318
2638
+ kardeşi muhamet lisyaye gidiyordu
2639
+ 1319
2640
+ uzmanlara göre akstaklerler hız kaydedilebilir
2641
+ 1320
2642
+ zafer türkiyede oynanhafinaler de geldi
2643
+ 1321
2644
+ peki devlet kuruma sürecinin hangi aşamasına gelildi
2645
+ 1322
2646
+ tesise yaklaşık altmış milyon avro yatırım atıldı
2647
+ 1323
2648
+ araç geri verilmedi
2649
+ 1324
2650
+ bugüne kadar bunu sadece dokuz ülke yaptı
2651
+ 1325
2652
+ üniversi idaresi de aynı bölgede yer alıyordu
2653
+ 1326
2654
+ bu bile başlı başına bir başarı
2655
+ 1327
2656
+ bu oran iki bin dört yılında yüzde altmış yedi idi
2657
+ 1328
2658
+ tesis balkanlardaki en büyük su parkı olacak
2659
+ 1329
2660
+ halkın baskısı oldukça yüksek
2661
+ 1330
2662
+ bu yıl söz konusu rakam ikiye katlanacak
2663
+ 1331
2664
+ gelecekteki gelişmeler arnavut dış politikasının barış azından nasıl görüyorsunuz
2665
+ 1332
2666
+ üç sporcu bir çok sırpın gözünde kahraman oldu
2667
+ 1333
2668
+ endeks gün sonunda yüzde üç virgül doksan üç oranında düştü
2669
+ 1334
2670
+ bundan önce ülke yüz yirmi üç belediyeye bölünmüştü
2671
+ 1335
2672
+ i̇kincisiyse kredi toplamının yarısını karşılıyor
2673
+ 1336
2674
+ kaynattıktan sonra suyu atın
2675
+ 1337
2676
+ bu da oldukça cesaret verici
2677
+ 1338
2678
+ hatta bazılarına göre bir efsanesiniz
2679
+ 1339
2680
+ sefer her iki yönde de üç ila dört saat sürüyor
2681
+ 1340
2682
+ bunlar faşist
2683
+ 1341
2684
+ sanisip park dışarıda oldukça iyi görünüyor
2685
+ 1342
2686
+ davanın pazartesi günü açılması gerekiyordu
2687
+ 1343
2688
+ ben çok okurum
2689
+ 1344
2690
+ bu durum ülkeyi aşırılık yanlılarının hedef haline getirebilir mi
2691
+ 1345
2692
+ biletler yirmi yedi martta satışa çıkacakk
2693
+ 1346
2694
+ fakat bu umutlar boşa çıktı
2695
+ 1347
2696
+ fakat süreci geciktiren iki etken oldu
2697
+ 1348
2698
+ etnik ayrılıkların parçaladığı bir ülkede gerçek anlamda bir etkiolluk mümkün mü
2699
+ 1349
2700
+ muhalefet geri adım attı ve anlaşma sağlanamadı
2701
+ 1350
2702
+ fakat bu konuda da çeşitli engeller söz konusu
2703
+ 1351
2704
+ bunun gibi sorunlar uzlaşmayla çözüldü
2705
+ 1352
2706
+ babanızın kariyerinin bunda bir etkisi oldu mu
2707
+ 1353
2708
+ yeni süre on dört ekimde sona erecek
2709
+ 1354
2710
+ bunlar haberden ziyade kısa birer film gibiydi
2711
+ 1355
2712
+ siparişin bedeli kırk milyon avro olacak
2713
+ 1356
2714
+ sizce çözüm için umut var mı
2715
+ 1357
2716
+ yine de riskler var
2717
+ 1358
2718
+ onu kara davası dokuz mart iki bin dörtte başladı
2719
+ 1359
2720
+ paçi dışarıya olumlu bir görünüm yansıttı
2721
+ 1360
2722
+ soğuk savaşı sonundan bu yana devam ediyor
2723
+ 1361
2724
+ satın alınan hisse miktarı açıklanmadı
2725
+ 1362
2726
+ proje önümüzdeki yirmi dört ay içinde hayata geçirilecek
2727
+ 1363
2728
+ katılım oranı yüzde yetmiş olarak gerçekleşti
2729
+ 1364
2730
+ sürekli bir korku içinde yaşıyoruz
2731
+ 1365
2732
+ ancak yeni tarzdan herkes memnun değil
2733
+ 1366
2734
+ başsavcı bir süredir çekişmelere konun oluyor
2735
+ 1367
2736
+ lisanslar on beş yıl süreli olacak
2737
+ 1368
2738
+ ancak bu tarihten beri momentum tekrar durdu
2739
+ 1369
2740
+ bu sefer beklentiler geçen seferden yüksek
2741
+ 1370
2742
+ önce çok yavaş başlar ardından hızlanırız
2743
+ 1371
2744
+ ankete katılan herkese teşekkür ederiz
2745
+ 1372
2746
+ misyonlar tam olarak belirlenmedi
2747
+ 1373
2748
+ örneğin domuz eti fiyatları yüzde on arttı
2749
+ 1374
2750
+ yine teknolojiye güvenip olanlara kayıtsız kalma mümkün mü
2751
+ 1375
2752
+ sayısız evcil hayvan telef oldu
2753
+ 1376
2754
+ moldova ise gözlemci statüsünde
2755
+ 1377
2756
+ yarışmaya yirmi yedi ülkeden şarkıcılar katıldı
2757
+ 1378
2758
+ i̇nsanlar bekliyor
2759
+ 1379
2760
+ morenogoday para aklamakla da suçlanıyor
2761
+ 1380
2762
+ konumosa lisans için seksen bir milyon avro ödeyecek
2763
+ 1381
2764
+ limana gitmek bile eğlenceli
2765
+ 1382
2766
+ bu uygulama ilk kez yapılmıyor
2767
+ 1383
2768
+ şimdi ise iki yakamızı zor biraraya getiriyoruz
2769
+ 1384
2770
+ projenin tahmini maliyeti yüz on milyon avro
2771
+ 1385
2772
+ ardından iş yeri sorunu geliyor
2773
+ 1386
2774
+ birlikte yine harika vakit geçirdik
2775
+ 1387
2776
+ artık kimseye zarar veremezler
2777
+ 1388
2778
+ herkes buna şahittir
2779
+ 1389
2780
+ sizce diplomatik ilişkiler ne zaman kurulur
2781
+ 1390
2782
+ depremde ölen oldugu yolunda haber alınmadı
2783
+ 1391
2784
+ bu ayinle ilgili olarak ne düşünüyorsunuz
2785
+ 1392
2786
+ fakat görevinin kendisine uydurulması gerekiyor
2787
+ 1393
2788
+ yine de durum o kadar da kötü değil
2789
+ 1394
2790
+ yaşam bu eğitim olgusu desteklenmeli
2791
+ 1395
2792
+ bu su ve tuzu karıştırın
2793
+ 1396
2794
+ hiçbir zaman belli bir örneği takip etmedim
2795
+ 1397
2796
+ satıcılar açıkgöz ve deneyimde
2797
+ 1398
2798
+ ancak yine de işler kolay olmamış
2799
+ 1399
2800
+ i̇ki taraf taban tabana zıt tutumlar benimsiyor
2801
+ 1400
2802
+ babalar mahkemede de aynı muamedeyi görüyor
2803
+ 1401
2804
+ i̇şsizlik oranı yüzde kırk üçlerde dolaşıyor
2805
+ 1402
2806
+ katliam devam etti
2807
+ 1403
2808
+ genel başkanlık seçimi on bir kasımda yapılacak
2809
+ 1404
2810
+ türkler de olayları na son derece aşnalar
2811
+ 1405
2812
+ çin bayipi yasasında boğa kar olmaz ekleniyor
2813
+ 1406
2814
+ yetkililer silahları hala geri alamadılar
2815
+ 1407
2816
+ baba kapıyı açar ve tüm aileyi içeri davet eden
2817
+ 1408
2818
+ temmuzda iki büyük rock etkinliği daha var
2819
+ 1409
2820
+ gon yedi plus partisinen ise dört bakanlık verilecek
2821
+ 1410
2822
+ tihiç dört yıl daha görevde kalacak
2823
+ 1411
2824
+ ama artık durum daha iyi
2825
+ 1412
2826
+ bu kitabı yazma fikri nerden mi aklınıza geldi
2827
+ 1413
2828
+ gündemde karşılıklı siyasi işbirliği de yer aldı
2829
+ 1414
2830
+ balkanlar yaşanan bu felakete anında yanıt verdi
2831
+ 1415
2832
+ hayal kuruyor değiliz
2833
+ 1416
2834
+ sonrasında ilgili müdür bu listeden atanacak
2835
+ 1417
2836
+ karasu buna katılmıyor
2837
+ 1418
2838
+ kürtçe türkiyede bin dokuz yüz doksan bir yılında yasaklanmıştı
2839
+ 1419
2840
+ çocuklarını geri kabul ediyorlar mı
2841
+ 1420
2842
+ bu grupların büyüklükleri nedir bu gruplar etrafındaki insanların sayısı aşağı yukarı ne kadardır
2843
+ 1421
2844
+ yabancı diplomatar da ekip de yer aldı
2845
+ 1422
2846
+ lafı ağzımızda gevelemeyeceğiz
2847
+ 1423
2848
+ evetse bu sürecin arkasındaki itici güçler neler
2849
+ 1424
2850
+ şimdi aynı denkleme düşünme sırası pekinde
2851
+ 1425
2852
+ makedonyada isim meselesi kızışıyor
2853
+ 1426
2854
+ yeteri kadar isteklilik veya beceri yok
2855
+ 1427
2856
+ noel babaya inanıyorlar
2857
+ 1428
2858
+ i̇lişkileri etkileyen birkaç sorun var
2859
+ 1429
2860
+ yine de hakem kararları bir felaketti
2861
+ 1430
2862
+ ancak siyasi rakipleri aynı fikirde değil
2863
+ 1431
2864
+ parun şu anda otobiyografisi üzerinde çalışıyor
2865
+ 1432
2866
+ pliva adını ve markasını koruyacak
2867
+ 1433
2868
+ şimdilerde ise sektörde bir canlanma yaşanıyor
2869
+ 1434
2870
+ bu da özelleştirme gelirlerinen karşılamacak
2871
+ 1435
2872
+ sahil köy evleriyle çevrilmiş durumda
2873
+ 1436
2874
+ arnavutluk terör ve mücadele çabalarını artırıyor
2875
+ 1437
2876
+ çok sayıda yorumcu da buna katılıyor
2877
+ 1438
2878
+ bu değişim aslında bir çeşit yeni osmanlocılık akımının bir sonucu mu
2879
+ 1439
2880
+ eylül iki bin birde yeni bir yarışma yapıldı
2881
+ 1440
2882
+ türkiye tek başına başarabilir mi
2883
+ 1441
2884
+ ancak krediyi kimin vereceği henüz belli değil
2885
+ 1442
2886
+ papadopulus yetmiş dört yaşındaydı
2887
+ 1443
2888
+ partinin genel başkan yardımcısı da bir kadın
2889
+ 1444
2890
+ kosova seksenden fazla ölge tarafından tanınıyor
2891
+ 1445
2892
+ benim için anlamı büyüktür
2893
+ 1446
2894
+ festivale ona ülkeden yaklaşık iki yüz kişi katılıyor
2895
+ 1447
2896
+ diğer bölgelerde katılım göstermeye hazır mısınız
2897
+ 1448
2898
+ özellikle endişe yaratan bir sektör tarım
2899
+ 1449
2900
+ üzerini örtün ve kabarmaya bırakın
2901
+ 1450
2902
+ düveler
2903
+ 1451
2904
+ başka yolu kesinlikle yoktur
2905
+ 1452
2906
+ bundan önceyse ekonomi bakanlığı bir handeydi
2907
+ 1453
2908
+ yazarın ülkesinde karışık tepkiler geldi
2909
+ 1454
2910
+ fırtınalar bölge genelinde sorunlara yol açtı
2911
+ 1455
2912
+ ancak bu sporcular sırbistan adına yarışacaklar
2913
+ 1456
2914
+ karadziçi kimin oynayacağı henüz belli değil
2915
+ 1457
2916
+ oylamanın nisan ayında olması bekleniyor
2917
+ 1458
2918
+ çekimlere iki bin on bir de başlayacak
2919
+ 1459
2920
+ programda on ülkeden toplam on bir film yarıştı
2921
+ 1460
2922
+ suçun vahşiliği ülkeyi şok etti
2923
+ 1461
2924
+ yapılanlar her açıdan çok başarılıydı
2925
+ 1462
2926
+ bu konuda gerçek nedir
2927
+ 1463
2928
+ hiçbir müslüman yeni bulamazsınız
2929
+ 1464
2930
+ bunların ilki bir stadyum dolusu bilet satmakta
2931
+ 1465
2932
+ vatandaş her gün aç
2933
+ 1466
2934
+ bu girişiminde mahkemenin karşılaştığı en büyük güçlük ne oldu
2935
+ 1467
2936
+ bu alanda bir aksama var mı
2937
+ 1468
2938
+ bu olayı bir dizi soruşturma izledi
2939
+ 1469
2940
+ bakanlık da buna katılıyor
2941
+ 1470
2942
+ gelecekte ne olacağına hangimiz bilebilir ki
2943
+ 1471
2944
+ fakat bu gerçeklerle dunuşmuyor
2945
+ 1472
2946
+ futbolda ne olacağını ise kestirmek zor
2947
+ 1473
2948
+ yerel halkın bu eser olan tepkisi nasıldı
2949
+ 1474
2950
+ lidra birbiri ise hedefseri tutuyor
2951
+ 1475
2952
+ sırbistan için yeni bir yol ayrımamı
2953
+ 1476
2954
+ şu an bu konuda gelinen aşama nedir
2955
+ 1477
2956
+ esap berişa buna bir örnek
2957
+ 1478
2958
+ sonuç elde etmek zorundayız
2959
+ 1479
2960
+ riceın sözleri bir
2961
+ 1480
2962
+ kampın nüfusu aylar önce bin sekiz yüze ulaşmıştı
2963
+ 1481
2964
+ fofırlarıysa çok lezzetli yemeklerle dolu
2965
+ 1482
2966
+ i̇htilaf bugüne dek kırk binden fazla can aldı
2967
+ 1483
2968
+ ancak sırpların hepsi değişikliği kabul etmiyor
2969
+ 1484
2970
+ harakatın on bir gün sürmesi planlanıyordu
2971
+ 1485
2972
+ steinerın yerine bir çok kişinin adı geçiyor
2973
+ 1486
2974
+ fakat herşey yolunda gidiyor
2975
+ 1487
2976
+ şimdi ise herşey yerine oturuyor
2977
+ 1488
2978
+ bu işbirliği o günden bu yana sürekli büyüdü
2979
+ 1489
2980
+ göçmenlerden bin ile bin beş yüz avro para alınıyordu
2981
+ 1490
2982
+ peki sizin partinizin bu konudaki görüşü nedir
2983
+ 1491
2984
+ bu yılki festival yirmi sekiz şubatta sona eriyor
2985
+ 1492
2986
+ i̇şi tamamlamak için daha fazla para gerekiyor
2987
+ 1493
2988
+ belge de yargıya da değinildi
2989
+ 1494
2990
+ önümüzde hiçbir yükselme veya iyi haber yok
2991
+ 1495
2992
+ artık hareket geçme zamanı gelmişti
2993
+ 1496
2994
+ etkinlik yirmi beş ekime kadar sürecek
2995
+ 1497
2996
+ olimpiyatlara hazır olmadığımı söyleyemem
2997
+ 1498
2998
+ abonelere üç farklı ödeme planı sunuluyor
2999
+ 1499
3000
+ makedonyada yaygın bir hayal kırıklığı yaşandı
3001
+ 1500
3002
+ ülke çapındaki katılım beş bini geçmedi
3003
+ 1501
3004
+ bu işbirliğine dayalı bir ortak var
3005
+ 1502
3006
+ hasan terciman olarak çalıştırmaya devam etti
3007
+ 1503
3008
+ çok hızlı bin oranmış ve uyuşturucuya alışmış
3009
+ 1504
3010
+ bu komisyon konusunda ne kadar rahatsınız
3011
+ 1505
3012
+ ancak eylemin siyasi boyutu da var mıydı
3013
+ 1506
3014
+ avrupa komisyonu anlaşmaya yeşil ışık yaktı
3015
+ 1507
3016
+ i̇nsan ne yapar
3017
+ 1508
3018
+ bu alandaki avrupa ortalaması ise yüzde doksan yedi
3019
+ 1509
3020
+ her bir firma günde iki virgül otuz iki kilowatt saat elektrik sağlayacak
3021
+ 1510
3022
+ delil farklar yaratabilirsiniz
3023
+ 1511
3024
+ çok sayıda ülke ileri yönde devadanlar attı
3025
+ 1512
3026
+ cuma günü eski başbakan parlamentoya seslendi
3027
+ 1513
3028
+ yerel basan haberi müjdeledi
3029
+ 1514
3030
+ bunları sonsuza dek hoş görmeyeceğimiz kesin
3031
+ 1515
3032
+ buna kimsenin hakkı yoktur
3033
+ 1516
3034
+ davaya dokuz martta devam edilmesine karar verildi
3035
+ 1517
3036
+ her iki ülke de ganiçin iadesini istiyor
3037
+ 1518
3038
+ yeni tutuklamalar gelebilir
3039
+ 1519
3040
+ söz konusu bütçe eğitim çalışmaları da dahil
3041
+ 1520
3042
+ bunu başkaları da izleyecek
3043
+ 1521
3044
+ meclisin görev süresi mart ayını sona erdi
3045
+ 1522
3046
+ bu sürecin en az iki yıl sürmesi bekleniyor
3047
+ 1523
3048
+ sıcak hava radikal destekçilerini durduramadı
3049
+ 1524
3050
+ türk dış siyaseti bu yön mü değiştiriyor
3051
+ 1525
3052
+ uçuş planı dediğimiz şey budur
3053
+ 1526
3054
+ bu yeni bir baskı biçimi midir
3055
+ 1527
3056
+ tabii ki riskler var
3057
+ 1528
3058
+ kosovadaki yolsuzlukla mücadeleye siyaset karışıyor mu
3059
+ 1529
3060
+ bu rekabet kültürünü arttıracaktır
3061
+ 1530
3062
+ balkan ülke vizesiz rejime nasıl tepki gösteriyor
3063
+ 1531
3064
+ seçmen kaydı da başka bir sorun
3065
+ 1532
3066
+ herkes de iyimser değil
3067
+ 1533
3068
+ i̇ki güvenlik kontrolünden geçtik
3069
+ 1534
3070
+ savaş rüzgarları kuzeyden hızla yayıldı
3071
+ 1535
3072
+ fakat bu anlaşmanın bazı yükümlülükleri de var
3073
+ 1536
3074
+ bu durumun sağlık üzerindeki etkisi büyük
3075
+ 1537
3076
+ daha önce böyle bir ifade kullanılmamıştı
3077
+ 1538
3078
+ toplam mal varlığı iki yüz seksen sekiz milyon avro civarında
3079
+ 1539
3080
+ liderliğinizi uygulayın
3081
+ 1540
3082
+ librescu geride eşi marlena ve iki oğul bıraktı
3083
+ 1541
3084
+ fakat gösterici yıldızı erken avro attı
3085
+ 1542
3086
+ makedonya son yıllarda bilime büyük önem veriyor
3087
+ 1543
3088
+ bu zıt güçleri dengelemekse hiç de kolaylaşmıyo r
3089
+ 1544
3090
+ önerinin içeriği şüpriz olmadı
3091
+ 1545
3092
+ şimdi ⁇-bink kent altında madalyanın sahibi oldu
3093
+ 1546
3094
+ türkiyede turizm iki bin yedi yılında tırmanışa geçti
3095
+ 1547
3096
+ bu arabalar yakında dünya sahnesine çıkacaklar
3097
+ 1548
3098
+ bu sınırlamalar nisan ayında yürürlüğe girecek
3099
+ 1549
3100
+ grup üyesi birçok kişi tutuklandı
3101
+ 1550
3102
+ üzerimde düz bir gömlek ve kep vardı
3103
+ 1551
3104
+ olağanüstü oynadığımızı söyleyemem
3105
+ 1552
3106
+ kosova zengin turda çeşitleriyle de tanınıyor
3107
+ 1553
3108
+ fehmiu kosovada doğmuştu
3109
+ 1554
3110
+ türkiye ile çok iyi geleneksel ilişkiler var
3111
+ 1555
3112
+ duyduğumuz olsa ne yapacak dedi
3113
+ 1556
3114
+ artık bu kesinlikle kadar maçı olacak
3115
+ 1557
3116
+ yeni yapı iki bin on bir baharı civarında kesinleşecek
3117
+ 1558
3118
+ turnuvaya kırık ülkeden toplam iki yüz sekiz boksör katıldı
3119
+ 1559
3120
+ polis kovaçkiye ait on yedi mülkte arama yaptı
3121
+ 1560
3122
+ bu ilkenin sonuçları ne oldu
3123
+ 1561
3124
+ kazanan çoğunluk oyuyla karar verilecek
3125
+ 1562
3126
+ bunun nasıl başarılabileceği konusunda herhangi bir düşünceniz var mı
3127
+ 1563
3128
+ kampüs örgütlerinin tepkileri farklı oldu
3129
+ 1564
3130
+ yunanistandaki gençlerin hepsi aynı değil
3131
+ 1565
3132
+ şimdiye kadar toplam on üç kişi gözaltına alındı
3133
+ 1566
3134
+ eski rejimin bir kurbanıyım
3135
+ 1567
3136
+ bu her zaman ve her yerde doğrudur
3137
+ 1568
3138
+ bu kural kosova için de geçerlidir
3139
+ 1569
3140
+ bu ne derecede zor oldu ve kosova makamlarının bu davalardaki işbirliği nasıldı
3141
+ 1570
3142
+ belgrad zor bir görevle karşı karşıya
3143
+ 1571
3144
+ geri dönüşüm makinesi çok amaçlı
3145
+ 1572
3146
+ tirleye iki bin üç yüz yirmi dörtlük bir derece yaptı
3147
+ 1573
3148
+ makedonya bin⁇⁇ks⁇ yılından beri bankaya üye
3149
+ 1574
3150
+ etkinliğin bu yılki ortak ülkesi türkiye idi
3151
+ 1575
3152
+ ankette bin iki yüz elli beş vatandaşın görüşler alındı
3153
+ 1576
3154
+ bulgaristan da şimdiye kadar vaka bildirilmedi
3155
+ 1577
3156
+ ancak planları tutmadı
3157
+ 1578
3158
+ bu oldukça pis bir iş ama neticede iş
3159
+ 1579
3160
+ toplam yirmi beş milyon avroluk yatırım yapıldı
3161
+ 1580
3162
+ bu hiç de kolay olmadı
3163
+ 1581
3164
+ her ikisi de kırk yedi puan aldılar
3165
+ 1582
3166
+ kosteliçin üç olimpiyat şampiyonluğu bulunuyor
3167
+ 1583
3168
+ meta bu önerileri reddediyor
3169
+ 1584
3170
+ bu konuda yapılmış pek çok şey var
3171
+ 1585
3172
+ bu yıl farklı
3173
+ 1586
3174
+ parlamento aketi mayıs ayı ortasında oylayacak
3175
+ 1587
3176
+ olusturya rodostan sonra ikinci geldi
3177
+ 1588
3178
+ akşama doğru kuzu hazır hale gelir
3179
+ 1589
3180
+ arnavutlukun üyelik daveti alması ülkede yanka uyandırdı mı
3181
+ 1590
3182
+ yünülüs sırbistanı da bu yaklaşımı devraldı
3183
+ 1591
3184
+ roman çocuklar bu durumdan özellikle etkileniyor
3185
+ 1592
3186
+ bu katılım makedonyanın kara para aklama ile mücadelesine nasıl yardımcı olacak
3187
+ 1593
3188
+ çocuk bin dokuz yüz doksan dokuz yılında satıldığında üç yaşında alıyor
3189
+ 1594
3190
+ kosova ve otuz altı ülkenin on dördü yorumlarını sundular
3191
+ 1595
3192
+ reformları uygulamak için çok çalışmalıyız
3193
+ 1596
3194
+ grguriç çocukluğundan beri bir lego hayranı
3195
+ 1597
3196
+ bdusike karşı olan tavrınızda herhangi bir değişiklik oldu mu
3197
+ 1598
3198
+ credo banka birkaç yıldır güç durumdaydı
3199
+ 1599
3200
+ i̇hracat mı dediniz
3201
+ 1600
3202
+ kırmızı kartlar belaltılar ofsaytlar
3203
+ 1601
3204
+ pasiç sorunun siyasi olduğunu düşünüyor
3205
+ 1602
3206
+ ne iş olsa yaparım
3207
+ 1603
3208
+ sizce nerede yanbaş yapıldı
3209
+ 1604
3210
+ sekiz
3211
+ 1605
3212
+ bunun dışındaki her şey spekülasyondur
3213
+ 1606
3214
+ bir
3215
+ 1607
3216
+ yedi
3217
+ 1608
3218
+ dört
3219
+ 1609
3220
+ i̇çerideki bölünmeler ülkenin ulusal arası aranadaki görevi ne gölge düşürecek mi
3221
+ 1610
3222
+ üç
3223
+ 1611
3224
+ evet
3225
+ 1612
3226
+ firefox
3227
+ 1613
3228
+ dokuz
3229
+ 1614
3230
+ alıyor
3231
+ 1615
3232
+ beş
3233
+ 1616
3234
+ seferler haziran ayında başlıyor
3235
+ 1617
3236
+ denemeler başarılı geçti
3237
+ 1618
3238
+ ancak yaratığın adı basit kalırken itibare kısa sürede oldukça karmaşık hale geldi
3239
+ 1619
3240
+ katilin basiçe canavar olarak bilinen büyük bir hayvan olduğu düşünülüyordu
3241
+ 1620
3242
+ fakat öte yandan hayatta iç sağlayabilmek için kendimi ne kadar açık sekiz sorunu fark ediyor
3243
+ 1621
3244
+ hatta küçük şeyler için bir iş şeyleri kovalıyor ve yine küçük şeyler için birbirimizi inciltiyoruz
3245
+ 1622
3246
+ bu çok korkunç birşey
3247
+ 1623
3248
+ aslında kendimi bugün biraz karışık hissediyorum
3249
+ 1624
3250
+ bir yandan mutlu olmak için ne kadar çok sorun olduğunu düşünüyorum
3251
+ 1625
3252
+ fakat insan beyni gelecekte gerçekleşebilecek olayların döneminde kavrama konusunda yetersiz kalıyor
3253
+ 1626
3254
+ hep daha rahat kurulu olabilmek için bu günlerimizi feda ediyoruz
3255
+ 1627
3256
+ başka bir noktada özellikle iki bin yirmi pandemisinin bize gösteri sonuçlardan birisi
3257
+ 1628
3258
+ i̇nsan doğasının kusurundan doğan bir durum
3259
+ 1629
3260
+ aslında bizler saat üç on iki zamanı bin avroya bilgi kapasiteye sahip kaldılar
3261
+ 1630
3262
+ dünyanın insanların şimdiyi geçmişi ve geleceği nasıl daha iyi alınlayabilceklerini kafa yormasına ihtiyacı var
3263
+ 1631
3264
+ çünkü bu seferde insan beyni geçmişteki önemli olayları hatırlama konusunda yetersiz kalıyor
3265
+ 1632
3266
+ bundan dolayıdır ki haftada beş gün tam mesai çalışmak insan doğasına aykırıdır
3267
+ 1633
3268
+ bunun ihlalini normalleştirmeye çalışanlarsa malese bugünü yaşamayı becerememiş ve kendi doğasının farkına varamamış kişilerdir
3269
+ 1634
3270
+ pandeminin başında özellikle ihrallerine dikkat eden insanlar şimdi corona mürisünün getirdiği korkuyu hatırlamıyorlar bile
3271
+ 1635
3272
+ bugünü yaşama hakkı en az temel insan hakları kadar önemlidir ve doğuştan gelir
3273
+ 1636
3274
+ dünyanın paraya güce veya başka bir gezegene ihtiyacı yok
3275
+ 1637
3276
+ fakat yine de kavrayabiliyormuş gibi kararlar alıyor toplantılara katılıyor geçmişle övünüyoruz
3277
+ 1638
3278
+ hey
3279
+ 1639
3280
+ iki
3281
+ 1640
3282
+ geçmişi ve geleceği kavrayamayan bir varlık
3283
+ 1641
3284
+ sıfır
3285
+ 1642
3286
+ altı
3287
+ 1643
3288
+ halbuki bu küresel ısınma bütün ülkelerin sorularından daha büyük
3289
+ 1644
3290
+ yasahtarım bal satarım i̇stanbul seni satarım
3291
+ 1645
3292
+ hak veromelki dünya çapındaki sorunlar aslında insan beyninin vekenismaları hakkında bizi oldukça aydınlatıyor
3293
+ 1646
3294
+ kendimi kendimden çıkarsam sıfır kalmaz
log_common_voice_tr_test_targets.txt ADDED
@@ -0,0 +1,3294 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 0
2
+ pek çoğu da roman toplumundan geliyor
3
+ 1
4
+ geçiş ülkelerinde yaşananlar ise karışık
5
+ 2
6
+ örneğin maaşlar artıyor
7
+ 3
8
+ aşırı derecede kapalı bir ortamımız var
9
+ 4
10
+ i̇şveren dernekleriyse girişimi destekliyor
11
+ 5
12
+ festival pazar günü sona eriyor
13
+ 6
14
+ bunun dışında bir başına bu yaşlıca teyze
15
+ 7
16
+ seydiu şimdi iki mevkiyi de kaybetti
17
+ 8
18
+ bu yıla ilişkin beklentileriniz nelerdir
19
+ 9
20
+ sırbistanda bu hâlâ yapılamıyor
21
+ 10
22
+ bu konu üzerinde iyi düşünmemiz gerekir
23
+ 11
24
+ park alanları çoğunlukla ücretsiz
25
+ 12
26
+ bunlardan ilki zorunlu orta öğretim getirilmesi
27
+ 13
28
+ özetle makedonyayı başarılı bir yıl bekliyor
29
+ 14
30
+ ayrıca planda anaokulları da bulunuyor
31
+ 15
32
+ reform çabalarının hızlandırılması gerekiyor
33
+ 16
34
+ bunlar hala da çözüm bekliyor
35
+ 17
36
+ şimdi ise gurur duyulacak bir tesis haline geldi
37
+ 18
38
+ krivokapiç ise talebi reddetti
39
+ 19
40
+ bu seçimlerin yeni özelliği budur
41
+ 20
42
+ yine de her iki grup farklı sorunlar çıkarıyor
43
+ 21
44
+ gayet iddialıyız
45
+ 22
46
+ beş göstericinin silah taşıdığı iddia ediliyor
47
+ 23
48
+ bölgede yenilenen işbirliği çözüme katkıda bulunaabilir mi
49
+ 24
50
+ kuruluşun geleceği ile ilgili öngörüleriniz neler
51
+ 25
52
+ kosovada herkes buna katılmıyor
53
+ 26
54
+ carrefourun ülkede altı mağazası bulunuyor
55
+ 27
56
+ ne tür tepkiler aldınız
57
+ 28
58
+ benim için bu kabul edilemez bir durum
59
+ 29
60
+ aynı zamanda gazete sayısı da artıyor
61
+ 30
62
+ seçim sonuçlarına gölge düştü
63
+ 31
64
+ türkiye kadın hakları konusunda zor durumda
65
+ 32
66
+ ancak bu bile mümkün olmadı
67
+ 33
68
+ güneydoğu avrupa ülkeleri biyoyakıt konusunu değerlendiriyor
69
+ 34
70
+ kentin mali esnekliğinin düşük olduğu bildirildi
71
+ 35
72
+ terim sıralamada yedinci oldu
73
+ 36
74
+ bu tanıklar sanığı fail olarak teşhis etmedi
75
+ 37
76
+ gelenekleri ve kültürleri de kendilerine özgü
77
+ 38
78
+ sonunda ise bir çözüm yolu bulunmuş
79
+ 39
80
+ beşinci sırayı ise kıbrıs aldı
81
+ 40
82
+ daha çok arz ve dağıtımın kontrolüne bağlıdır
83
+ 41
84
+ i̇talyan giuliano razzoli ise üçüncü oldu
85
+ 42
86
+ eyalet senatosuna da bir ziyaret düzenlendi
87
+ 43
88
+ bunun olmasını istemiyoruz
89
+ 44
90
+ burada bir savaş yaptık
91
+ 45
92
+ genelde ağırlık bağımsız filmlere veriliyor
93
+ 46
94
+ hüseyni ise bu düşünceye kızıyor
95
+ 47
96
+ fakat toplantı asla gerçekleşmedi
97
+ 48
98
+ gözünüzün önünde değilken onları düşünmüyorsunuz
99
+ 49
100
+ ücretlerin kaldırılması her iki ülkenin de ekonomik gelişimine fayda sağlar mı
101
+ 50
102
+ fakat herkes aynı fikirde değil
103
+ 51
104
+ şimdi onu zar zor hatırlıyor
105
+ 52
106
+ romen analistler ise satır aralarını okuyorlar
107
+ 53
108
+ bu görüşmeler basına kapalı olarak yürütüldü
109
+ 54
110
+ bunlar da çözülecek çünkü çözülmek zorundalar
111
+ 55
112
+ odalar dört kişilik ve oldukça genişti
113
+ 56
114
+ bölgesel girişimlere dahil olabilecek mi
115
+ 57
116
+ bu şekilde bir aşırı görüş diğerini besliyor
117
+ 58
118
+ projeyi iki hükümet de finanse edecek
119
+ 59
120
+ görüşmeler ocak ayı sonunda tamamlanacak
121
+ 60
122
+ bu da kısa ve orta vadeli bir süreç alacaktır
123
+ 61
124
+ hiçbir soru maçı nerede izleyeceksin sorusundan daha önemli değildi
125
+ 62
126
+ broz büyükbabasının başarılarını gururla anıyor
127
+ 63
128
+ mesajı ileten hasanın gözleri yaşla doldu
129
+ 64
130
+ sc yetkilileri yanıt vermekte gecikmediler
131
+ 65
132
+ fakat bu masada hâlâ duran bir bahis
133
+ 66
134
+ proje inşaatın farklı safhalarında ilerliyor
135
+ 67
136
+ bu suçlamalara yanıtınız nedir
137
+ 68
138
+ bu yıl iki pilot ders verilecek
139
+ 69
140
+ anket tahminleri sunulamayacak kadar yakınlar
141
+ 70
142
+ başında olduğunuz kurum da bu tür bir baskı ile karşı karşıya kaldı mı
143
+ 71
144
+ hükümetin değişmesi halinde müzakereler ve katılım süreci ne yönde etkilenir
145
+ 72
146
+ yine de bazı ilerleme kıvılcımları var
147
+ 73
148
+ bunların arasında dövülerek öldürülenler de var
149
+ 74
150
+ bu iddianın asılsız olduğu daha sonra kanıtlandı
151
+ 75
152
+ seçim pusulaları her iki oyda bir yakılacak
153
+ 76
154
+ aslında ciddi ilerleme kaydedildi
155
+ 77
156
+ yine aynısı olabilir mi
157
+ 78
158
+ bunların sayısı kaçtır ve bu kişiler gelecekte ne yapacak
159
+ 79
160
+ bu karar da çalışmaları hızlandırdı
161
+ 80
162
+ sırbistanda da tepkiler aynı
163
+ 81
164
+ bu bina bir dini yapıdan fazlasıdır
165
+ 82
166
+ siyasi analistler bölünmüş durumda
167
+ 83
168
+ borcun geri kalanıysa kosovanındı
169
+ 84
170
+ çıkartma takasında kadınlar da yer alıyor
171
+ 85
172
+ sırp paralı askerleri libyada mı
173
+ 86
174
+ budva bu sefaletinde yalnız da değil
175
+ 87
176
+ bu hızlı çözüme rağmen sorunlar hâlâ karışık
177
+ 88
178
+ ab projesi en az iki açıdan değerlendirilebilir
179
+ 89
180
+ bugün kosovada olanlar bizim için pek net değil
181
+ 90
182
+ bearanın tutuklanması ortama taze kan getirdi
183
+ 91
184
+ bunu akıldan çıkarmamalı
185
+ 92
186
+ operatör huawei ile beş yıllık sözleşme imzaladı
187
+ 93
188
+ ve bir yıl sonra bu ay bu iki kitap basıldı
189
+ 94
190
+ ortak bölgesel çıkarlarımız da bunu gerektiriyor
191
+ 95
192
+ öneri macar meclisi tarafından onaylandı
193
+ 96
194
+ düşüş bir noktada yüzde altı virgül yediye ulaştı
195
+ 97
196
+ maaşlarımızı kesecekler
197
+ 98
198
+ evlerde bile insanlar maskeler takıyorlar
199
+ 99
200
+ zaman değişiyor ve insanlar da değişiyor
201
+ 100
202
+ sonuç konusuna iyimser mi bakıyorsunuz
203
+ 101
204
+ bu açıdan bu yıl da bir farklılık gözlenmedi
205
+ 102
206
+ ledra caddesindeki barikat kırk yıldır duruyordu
207
+ 103
208
+ teknenin batması yaklaşık üç dakika sürdü
209
+ 104
210
+ ancak kimileri bu açıklamaya şüpheyle yaklaşıyor
211
+ 105
212
+ yapı osmanlı temaları da taşıyor
213
+ 106
214
+ çalışmalar devam etmeli
215
+ 107
216
+ bu hareket bir şok etkisi yarattı
217
+ 108
218
+ bu yaklaşıma katılıyor musunuz
219
+ 109
220
+ etkinliğe on sekiz ülkeden otuz altı şarkıcı katıldı
221
+ 110
222
+ nastase yenilgiyi pazartesi günü kabullendi
223
+ 111
224
+ bosnahersekte kampanya dönemi sona ererken medya kuruluşları bunu adil şekilde yayınlıyorlar mı
225
+ 112
226
+ sırada diğer kamu işletmeleri var
227
+ 113
228
+ ancak merkez hâlâ faaliyete geçmedi
229
+ 114
230
+ müzik sektörü de benzer sorunlar yaşıyor
231
+ 115
232
+ bu da sonunda mali krize yol açabilir
233
+ 116
234
+ üzerine pudra şekeri ve vanilya şekeri serpin
235
+ 117
236
+ sami neza olasılıkları inceliyor
237
+ 118
238
+ yelpazenin diğer ucunda doğum oranı yer alıyor
239
+ 119
240
+ her iki taraf da önceden öneriyi reddetmişti
241
+ 120
242
+ ancak yaşam standartları hala düşük
243
+ 121
244
+ büyük ödül on beş bin avro
245
+ 122
246
+ birbirimizle iletişim kurabiliyoruz
247
+ 123
248
+ bunların her birinin kendi logosu ve damgası var
249
+ 124
250
+ onun yerine öğretmen olmak istiyor
251
+ 125
252
+ görüşmelerden bir sonuç elde etmenin tek yolu bu
253
+ 126
254
+ bu hırvatistanda bir ilk olacak
255
+ 127
256
+ kosova on yedi şubatta bağımsızlık ilan etti
257
+ 128
258
+ ancak sonuçlar ölümcül olabiliyor
259
+ 129
260
+ artık bulundu
261
+ 130
262
+ böyle bir durumda kosovanın temsil düzeyi ne olur
263
+ 131
264
+ tivat ise bu rotanın tam ortasında kalıyor
265
+ 132
266
+ sizi ayakta tutan nedir
267
+ 133
268
+ berişa komşu kosovadaki duruma da değindi
269
+ 134
270
+ sc vatandaşlarının tepkileri karışık oldu
271
+ 135
272
+ artık siyasi cinayet işlenmemesi de iyi bir şey
273
+ 136
274
+ üsküp ise öneriye kuşkuyla yaklaşıyor
275
+ 137
276
+ yanında patates kızartması da ister misiniz
277
+ 138
278
+ bu tarihsel doku insanları sürekli kente çekiyor
279
+ 139
280
+ en ucuz bilet on dokuz avro civarındaydı
281
+ 140
282
+ kısaca anfiler ve sınıflar tekrar doldu
283
+ 141
284
+ söz konusu kardinaller papanın halefini seçecek
285
+ 142
286
+ bunu kendim için değil gençler için yapıyorum
287
+ 143
288
+ çoğu işveren fazla mesaileri ödemiyor
289
+ 144
290
+ b bir olan döviz kuru notu ise değişmedi
291
+ 145
292
+ buraya kadar her şey güzel
293
+ 146
294
+ kızgın sürücüler olayı mahkemeye götürdüler
295
+ 147
296
+ bu yılki dalış ekibinde vandermeulen de yer aldı
297
+ 148
298
+ kaset şu anda savcılığa teslim edilmiş durumda
299
+ 149
300
+ nerede yaşadığımızın artık bir önemi yok
301
+ 150
302
+ portekiz salı günü bunu yapan kırk sekizinci ülke oldu
303
+ 151
304
+ priştineli bir esnaf dükkan açmaya hazırlanıyor
305
+ 152
306
+ karadağ yeni bir monako olabilir mi
307
+ 153
308
+ ancak bazı uzmanlar duruma şüpheyle yaklaşıyor
309
+ 154
310
+ franchini ölmedi
311
+ 155
312
+ karadağda ortalama aylık maaş dört yüz yetmiş beş avro
313
+ 156
314
+ ayrımcılık hassas bir konu
315
+ 157
316
+ anlaşma ekim ayı başlarında kesinleşti
317
+ 158
318
+ burada kazanan yok
319
+ 159
320
+ i̇lk olarak sorunun boyutları belirlenmeli
321
+ 160
322
+ bunu yapanlara verilecek cezalar belirlendi
323
+ 161
324
+ memur maaşları reel bazda yüzde altı oranında arttı
325
+ 162
326
+ cinayet hâlâ çözülemedi
327
+ 163
328
+ yine de önümüzde koca bir yıl var
329
+ 164
330
+ ancak anlaşmanın onaylanma şansı zayıf görünüyor
331
+ 165
332
+ birçok yorumcu da aynı görüşü dile getirdi
333
+ 166
334
+ o nedenle de aradaki köprüleri yıkmak istemiyor
335
+ 167
336
+ kesinti en çok inşaat sektörünü etkileyecek
337
+ 168
338
+ bu iddialı bir hedef ancak imkansız değil
339
+ 169
340
+ raporda sabit önerilerde de bulunuluyor
341
+ 170
342
+ restoran yaklaşık yedi yüz kişilik kapasiteye sahip
343
+ 171
344
+ i̇ki bölümlük dizinin ikinci bölümü
345
+ 172
346
+ fakat emir yerine getirilmedi
347
+ 173
348
+ ancak ülkenin puanı hafif düşerek bin üç yüz oldu
349
+ 174
350
+ anayasanın da değiştirilmesi gerek
351
+ 175
352
+ burası azgın su slalom olanaklarıyla tanınıyor
353
+ 176
354
+ bir diğeri aynı fikirde değil
355
+ 177
356
+ libyaya siyasi çözüm kaddafi tarzında mı
357
+ 178
358
+ bu süreç nasıl gerçekleşiyor ve devlet idaresi böyle bir davranışı kabul ediyor mu
359
+ 179
360
+ ordu ve poliste izinler kaldırılacak
361
+ 180
362
+ görüşme ir saat sürdü
363
+ 181
364
+ mevcut hükümetin bu sorunu çözüme kavuşturmayı başaracağını düşünüyor musunuz
365
+ 182
366
+ i̇şyerleri durumdan kötü zarar gördü
367
+ 183
368
+ ekonominin genel görünümü kasvetli
369
+ 184
370
+ ayvaziye göre bu tür sorunlar çözüldü
371
+ 185
372
+ siz ne düşünüyorsunuz
373
+ 186
374
+ pekinde sırbistanı doksan bir sporcu temsil edecek
375
+ 187
376
+ hata yapma potansiyelini tahmin edebilirsiniz
377
+ 188
378
+ i̇lk defa listeler i̇nternette de yayınlanıyor
379
+ 189
380
+ bu anlaşmanın uygulanmasını destekliyor musunuz
381
+ 190
382
+ bu yaz christinanın çalıştığı işyeri kapanacak
383
+ 191
384
+ arnavutluk pazar sınırlamalarını kaldırdı
385
+ 192
386
+ belgrad aday statüsü hakkında beklenen karar öncesinde büyük bir politika değişikliği mi yaptı
387
+ 193
388
+ kosova dış yatırımı çekebilir mi
389
+ 194
390
+ sergide otuz beş ülkeden yüz altmış fotoğraf yer alıyor
391
+ 195
392
+ şu anda yüksek ölçüde bir destek söz konusu
393
+ 196
394
+ köyümdeki camiler depoya dönüştürüldü
395
+ 197
396
+ bakanın istifa kararı pek çok kişiyi şaşırttı
397
+ 198
398
+ yargı mevkilerine adaylıklar sürüyor
399
+ 199
400
+ diğerlerineyse sadece şifa umut etmek kalıyor
401
+ 200
402
+ o tarihten itibaren birliğe on yeni ülke katıldı
403
+ 201
404
+ emekliler ayda ortalama iki yüz otuz beş dolar alıyor
405
+ 202
406
+ fakat daha farklı açıklamalar da mevcut
407
+ 203
408
+ kuşların ikisi de karantinada öldüler
409
+ 204
410
+ üç yıl önce hayatında ilk defa bir uçağa bindi
411
+ 205
412
+ sonra da aptalca hatalar
413
+ 206
414
+ bu listede eksik kaldığını hissettiğiniz bir şeyler var mı
415
+ 207
416
+ bir sonraki adım ne olacak
417
+ 208
418
+ bugün oluşumun bünyesinde seksen beş ülke yer alıyor
419
+ 209
420
+ ne olsa herşeyin büyüyüp çiçek açtığı bir zaman
421
+ 210
422
+ projenin iki bin on iki yılında tamamlanması düşünülüyor
423
+ 211
424
+ vahhabiler ülkeye girdiğinde işler değişti
425
+ 212
426
+ şirketler maliyetleri kısıp işçi çıkarıyorlar
427
+ 213
428
+ merkez bankası üzerinde ne kadar politik baskı var
429
+ 214
430
+ exitin yerel faydaları ve en büyük katkısı nelerdir
431
+ 215
432
+ protestoculara göre evet
433
+ 216
434
+ i̇çişleri bakanlığının bu listedeki kişiler hakkında bilgisi var mı
435
+ 217
436
+ ancak yerel şoförler sabırsızlanıyorlar
437
+ 218
438
+ güreşçiler altmış kilo kategorisinde güreştiler
439
+ 219
440
+ aile genelde hükümetin bir adım önünde gidiyor
441
+ 220
442
+ etkinlik yirmi dokuz kasıma kadar sürecek
443
+ 221
444
+ hızlı bir ekonomik büyüme neden yeterli değil
445
+ 222
446
+ prensipte aynı
447
+ 223
448
+ hareketi makedon hükümeti de destekledi
449
+ 224
450
+ kazançları iyiymiş
451
+ 225
452
+ ancak projeye karşı olanlar da var
453
+ 226
454
+ görüşler farklı
455
+ 227
456
+ hevesle bu yıl farklı dedi
457
+ 228
458
+ bu durumu nasıl açıklıyorsunuz
459
+ 229
460
+ bu kez durum farklı
461
+ 230
462
+ ancak seydiu ayrıntı vermeyi reddetti
463
+ 231
464
+ elçinin ilk durağı priştine oldu
465
+ 232
466
+ yasaya uymayanları ise ağır cezalar bekliyor
467
+ 233
468
+ din asla sorun olmadı
469
+ 234
470
+ birinci yarı golsüz berabere bitti
471
+ 235
472
+ kabinede on dokuz bakan bulunuyor
473
+ 236
474
+ aranızdaki ilişkiden ve milli takımdaki genel havadan biraz bahseder misiniz
475
+ 237
476
+ bu yılın sonuna kadar ülke ekonomisinin statüsü değiştirilebilir mi
477
+ 238
478
+ türk medyasındaki tepkiler karışık oldu
479
+ 239
480
+ hırvatistan yeni bir rüzgar santraline kavuştu
481
+ 240
482
+ arnavutlukta da bu modeli uygulayacak mısınız
483
+ 241
484
+ sizce iki ülke arasında bu bağlamda bir parallellik kurulabilir mi
485
+ 242
486
+ yanıt yalnızca zamanla verilebilir
487
+ 243
488
+ bu soruşturmalar hangi safhada ve bulgular ne zaman beklenebilir
489
+ 244
490
+ erkekler kesinlikle orada olacaktır
491
+ 245
492
+ durum iyi görünmüyor
493
+ 246
494
+ toplantıya toplam yüz kırk milletvekili katıldı
495
+ 247
496
+ sırbistan bu sorunlar nasıl başa çıkacak
497
+ 248
498
+ böl bin bir ve bin otuz uyarınca cezalandırılabilir
499
+ 249
500
+ peki sonuç ne oldu
501
+ 250
502
+ beş yıldızlı bir eğitim kampı
503
+ 251
504
+ etkinlik yirmi sekiz eylüle kadar devam edecek
505
+ 252
506
+ tzadari de temerrüt çağrısında bulundu
507
+ 253
508
+ ashton geleceğe de baktı
509
+ 254
510
+ fiyatlar da arttı
511
+ 255
512
+ bir sonraki müzakere turu şubat ayında yapılacak
513
+ 256
514
+ olimpiyat için sağlık sistemi de iyileştiriliyor
515
+ 257
516
+ balkanlarda değişim rüzgarları mı esiyor
517
+ 258
518
+ milletvekili dokunulmazlığı adaletten muaf olmak mı
519
+ 259
520
+ ancak bu kaçış çok uzun sürmedi
521
+ 260
522
+ diğer yetkililer bu tür endişeleri paylaşmadılar
523
+ 261
524
+ bu reform ne kadar sürecek
525
+ 262
526
+ i̇nşaata hemen iki bin on üç başlarında başlanacak
527
+ 263
528
+ bazen öykülerini fısıldadıklarını duyabilirsiniz
529
+ 264
530
+ ülke bir sıra yükselerek bu yıl seksen dördüncü oldu
531
+ 265
532
+ makedonyanın da bu konuda umudu büyük
533
+ 266
534
+ traykovski evli ve iki çocuk babasıydı
535
+ 267
536
+ etkinlik sekiz ağustosta başladı
537
+ 268
538
+ tadiç ahtisaarinin kararını daha hoş karşıladı
539
+ 269
540
+ eski bakan suç işlemediğini iddia ediyor
541
+ 270
542
+ onlara güvenmememiz gerektiğini gösterdiler
543
+ 271
544
+ reformlar gerekli olacak
545
+ 272
546
+ bu bilgiler resmi olarak doğrulanmış değil
547
+ 273
548
+ bu papanın yüzüncü dış dini gezisi oldu
549
+ 274
550
+ bosna hersekte pek çok dini mekan bulunuyor
551
+ 275
552
+ olayın ilk saatlerinde yaralanma bildirilmedi
553
+ 276
554
+ limaj ise ev hapsinde tutuluyor
555
+ 277
556
+ belge bir ocak iki bin sekizde yürürlüğe girecek
557
+ 278
558
+ bu bizi her koşulda birleştiren bir şey
559
+ 279
560
+ öcalan beş yıldır i̇mralı adasında tutuklu
561
+ 280
562
+ sergi on yedi haziranda sona erecek
563
+ 281
564
+ yetkili ayrıntılı bilgi vermeyi reddetti
565
+ 282
566
+ i̇zmir türkiyenin en büyük ihracat limanı
567
+ 283
568
+ o belgeyi biliyoruz fakat yenisini bilmiyoruz
569
+ 284
570
+ karar şirketi özelleştirme planlarını bozabilir
571
+ 285
572
+ halka açık sigara yerlerde sigara içmek mi
573
+ 286
574
+ tabii bu her zaman kolay olmuyor
575
+ 287
576
+ bu uygulamaları gerçekleştiriyoruz
577
+ 288
578
+ soruşturma bir yıl kadar sürebilir
579
+ 289
580
+ yarışın ilk yedisi kenyadan geldi
581
+ 290
582
+ bu hala uzak bir umut olarak görünüyor
583
+ 291
584
+ sırp hükümeti on beş mayıstan beri görevde
585
+ 292
586
+ hırvat hentbol takımı ülkenin en sevilen takımı
587
+ 293
588
+ savaş yaklaşık yirmi bin cana mal oldu
589
+ 294
590
+ her iki sanık da suçsuz olduğunu iddia etti
591
+ 295
592
+ rapor kasım ayında sunulacak
593
+ 296
594
+ onun için bu sürdüreceği bir gelenek
595
+ 297
596
+ bağış önerileri açık rekabetle seçiliyor
597
+ 298
598
+ bunun değişmesini beklemiyorum
599
+ 299
600
+ ancak bu hareketi eleştirenler de var
601
+ 300
602
+ kosteliç efsanesi çok büyük bir efsane
603
+ 301
604
+ konvoydaki memurlar ateşe yanıt verdi
605
+ 302
606
+ bu sorun oluyor mu
607
+ 303
608
+ etkinlik on dört hazirana kadar sürecek
609
+ 304
610
+ ve en zorlu seyirci yani çocuklar arasındaki ilgiyi nasıl devam ettirebiliyorsunuz
611
+ 305
612
+ fakat hikaye bununla bitmiyor
613
+ 306
614
+ kopenhag kriterlerini hepimiz biliyoruz
615
+ 307
616
+ patlamada altmıştan fazla insan yaralandı
617
+ 308
618
+ raporda bir çok olumlu eğilime işaret ediliyor
619
+ 309
620
+ i̇ktidar koalisyonu parlamentodaki salt çoğunluğunu koruyabilecek mi
621
+ 310
622
+ yenilgiden sonraki gün
623
+ 311
624
+ bu durumun sebebi ne
625
+ 312
626
+ ama artık öyle değil
627
+ 313
628
+ buna mahkemede karar verilecek
629
+ 314
630
+ ancak istihdam oranı sabit kalıyor
631
+ 315
632
+ konuşma romenlerin çoğunu duygulandırdı
633
+ 316
634
+ maç en azından sırplar için tam bir felaketti
635
+ 317
636
+ ancak satış bazı tartışmalara yol açtı
637
+ 318
638
+ bunun nedenleri ise ortada
639
+ 319
640
+ ne onlara ne de bize yetecektir
641
+ 320
642
+ günlük yevmiye ise yirmi beş otuz avro civarında
643
+ 321
644
+ steiner kosovaya on yedi ay önce geldi
645
+ 322
646
+ bu yılki festival de istisna olmadı
647
+ 323
648
+ oyna
649
+ 324
650
+ bu süreç sizce nasıl çözümlenecek ve sırbistan açısından ne gibi anlamlar taşıyor
651
+ 325
652
+ kalbi bir kez olsun kırılmamış insan var mıdır
653
+ 326
654
+ halk hızlı ve kolay kazanca pek hevesliydi
655
+ 327
656
+ bunların çoğu tanınmış ve saygın kişiler
657
+ 328
658
+ dava yedi yıl sürüncemede kaldı
659
+ 329
660
+ sergi yirmi bir marta kadar devam edecek
661
+ 330
662
+ parlamento değişikliği geçen ay kabul etmişti
663
+ 331
664
+ eşit konumda değilsiniz
665
+ 332
666
+ ardelean tartışmalı bir seçimdi
667
+ 333
668
+ bu bir ön şart
669
+ 334
670
+ çiftliğin tavukları
671
+ 335
672
+ parti seçimlerden sadece yüzde on sekiz oyla çıktı
673
+ 336
674
+ belgradın tepkisi öncesinden daha da güçlü oldu
675
+ 337
676
+ şimdiyse bu rakam beş bine yaklaşıyor
677
+ 338
678
+ bunların otuzu hayatını kaybetti
679
+ 339
680
+ ülke halkı çok misafirsever ve dışa dönük
681
+ 340
682
+ ancak bu talep geri çevrildi
683
+ 341
684
+ bugün ise bunun sonuçlarına tanık oluyoruz
685
+ 342
686
+ ne yapabilirsiniz ki dilini mi keseceksiniz
687
+ 343
688
+ bazı durumlarda bu uzun bir süreç olacaktır
689
+ 344
690
+ piperovic suçlamaları reddetti
691
+ 345
692
+ ayrıca uluslararası şirketlere de engel oluyor
693
+ 346
694
+ ancak yanoku işin özünün zaman olduğuna inanıyor
695
+ 347
696
+ hata payı yüzde üç ila yüzde beştir
697
+ 348
698
+ çok büyük bir musibet
699
+ 349
700
+ ellerinizin yanmamasına dikkat edin
701
+ 350
702
+ esasen ülkede şu anda herşeyin fazlası var
703
+ 351
704
+ diğer altı adayın her biri yüzde birin altında oy aldı
705
+ 352
706
+ moskova da olaya karıştı
707
+ 353
708
+ nasıl küreselleşmeli
709
+ 354
710
+ savcılar on beş yıl hapis cezası önerdiler
711
+ 355
712
+ okul en başından beri zararına çalışıyor
713
+ 356
714
+ bu da generalin yakalanmasını güçleştiriyor
715
+ 357
716
+ programın toplam değeri yüz bir milyon avro
717
+ 358
718
+ pek çok kişi buna katılmıyor
719
+ 359
720
+ bunlara asla sırtımızı dönmeyeceğiz
721
+ 360
722
+ burası güvenli bir yer izlenimi veriyor
723
+ 361
724
+ aynı alanda iş aramaya devam mı ediyorlar yoksa başka alanlara mı yöneliyorlar
725
+ 362
726
+ proje iki bin on iki yılında hizmete girebililr
727
+ 363
728
+ ancak küçük partiler isyanlarda
729
+ 364
730
+ ancak bu sürecin yurtiçi ayağı ne kadar rahat geçecek
731
+ 365
732
+ bunlar bizim hedeflerimiz
733
+ 366
734
+ ohri ve üsküp yaz festivalleri oldukça meşhur
735
+ 367
736
+ eski sabıkaları olanlar ülkeye giremeyecek
737
+ 368
738
+ polis bu olayla ilgili ki şüpheliyi tutukladı
739
+ 369
740
+ sonuçlar şaşırtıcı değil
741
+ 370
742
+ türkiyenin ise daha çok çalışması gerekiyor
743
+ 371
744
+ sizce bu sorun çözülecek mi
745
+ 372
746
+ ancak kabakçı aynı fikirde değil
747
+ 373
748
+ bayram üç gün sürüyor
749
+ 374
750
+ proje bin dokuz yüz doksan dört yılında başlatıldı
751
+ 375
752
+ fakat plan hedeflerine ulaşabilecek mi
753
+ 376
754
+ ancak hareket hiç de eleştirilmiyor değil
755
+ 377
756
+ fakat bu sorun uzun zamandır devam ediyor
757
+ 378
758
+ barış ertelendi mi
759
+ 379
760
+ evrak işlerini halletmek iki üç ay sürerse yunanistana hangi şirket gelir
761
+ 380
762
+ ancak bazıları hâlâ iyimserliğini koruyor
763
+ 381
764
+ hükümetten gelen tepkilerse pek olumlu olmadı
765
+ 382
766
+ daha küçük bir gösteri de sofyada düzenlendi
767
+ 383
768
+ bu açılımlar daha ilk adımlar
769
+ 384
770
+ bu tip sorular karşısında üzülen konuklar oluyor mu
771
+ 385
772
+ ancak yunanlılar aynı fikirde değil
773
+ 386
774
+ her ikisi de diyaloga hazır olduğunu söylüyor
775
+ 387
776
+ herhangi bir şeyi kanıtlamak mümkün mü
777
+ 388
778
+ ancak artık çok geçti
779
+ 389
780
+ toplam iki yüz elli milyon avroluk yatırım yapılacak
781
+ 390
782
+ her üç bin arnavuttan yalnızca biri suç işlemiş
783
+ 391
784
+ kazanan teklifin değeri altı virgül elli beş milyar dolar oldu
785
+ 392
786
+ sırbistanın bunu başarmak için neler yapması gerekiyor
787
+ 393
788
+ bu konuda balkanlarda pek çok şey söyleniyor
789
+ 394
790
+ sırp bakan euromoney dergisi tarafından seçildi
791
+ 395
792
+ foruma dört yüzde fazla kişi katıldı
793
+ 396
794
+ boskovski ise mahkemeye yirmi dört martta gitti
795
+ 397
796
+ hepimiz bunun bir bahane olmadığını düşünüyoruz
797
+ 398
798
+ bir sürü gazete kapatılıyor
799
+ 399
800
+ ülke şu anda iki federasyona üye
801
+ 400
802
+ bu noktada sizi bekleyen büyük güçlükler nelerdir
803
+ 401
804
+ maç oldukça diplomatik bir sonuçla birbir bitti
805
+ 402
806
+ bu deneyimlerinizle ilgili neler söyleyeceksiniz
807
+ 403
808
+ teklifler on dört aralıka kadar kabul edilecek
809
+ 404
810
+ bu galeri balkanlarda türünün ilk örneği
811
+ 405
812
+ bankaysa bu iddiayı reddediyor
813
+ 406
814
+ ab hareketi büyük oranda memnuniyetle karşıladı
815
+ 407
816
+ i̇nşaatın dört yıl sürmesi bekleniyor
817
+ 408
818
+ bu olayı nasıl değerlendiriyorsunuz partiden ayrıldığınızda siz de benzer şeyler yaşadınız mı
819
+ 409
820
+ bir de eski otomobiller var
821
+ 410
822
+ i̇lgili tüm partilerin resmi sonuçları kabul etmesini nasıl sağlayacaksınız
823
+ 411
824
+ rock grubu metallica da ateşi canlı tutuyor
825
+ 412
826
+ kamyon durduruldu mühürlendi ve arandı
827
+ 413
828
+ sırbistanda siyasi değişimin lideri mi doğuyor
829
+ 414
830
+ artık hapis cezasını biliyor
831
+ 415
832
+ yeni büyüme motorlarına ihtiyacımız var
833
+ 416
834
+ nadir bir sikke koleksiyonu da sergileniyor
835
+ 417
836
+ anneler doğum iznindeyken tam maaş almıyorlar
837
+ 418
838
+ makedon hükümeti reform düşündüğünü söylüyor
839
+ 419
840
+ roddick maçı altıbir ve altıdörtlük setlerle kazandı
841
+ 420
842
+ peki bunu yapabilirler mi
843
+ 421
844
+ ancak bugün daha farklı düşünüyorum
845
+ 422
846
+ kimse ne olduğunuzu kim olduğunuzu umursamazdı
847
+ 423
848
+ hakkaride oy verme oranı yüzde altıda kaldı
849
+ 424
850
+ tesiste yaklaşık altı yüz kişi çalışacak
851
+ 425
852
+ mobi altmış üç çalışanları da mutsuz
853
+ 426
854
+ üsküp karar tepki göstemekte gecikmedi
855
+ 427
856
+ parti mostarda da kazandı
857
+ 428
858
+ tablolarda ülke ve arnavut halkı resmediliyor
859
+ 429
860
+ biz realiteyi dikkate alıyoruz
861
+ 430
862
+ üçüncü grubun lideri aynı zamanda bir amirdi
863
+ 431
864
+ sırp havayolu şirketini satmak kolay olmayacak
865
+ 432
866
+ etkinliğe bölgeden tiyatro grupları katılıyor
867
+ 433
868
+ bizim politikamız açık
869
+ 434
870
+ bu ödülün sizin için anlamı nedir
871
+ 435
872
+ oylama yedi kasımda yapılacak
873
+ 436
874
+ yeni son başvuru tarihi on beş nisan
875
+ 437
876
+ tünel seyahat süresini birkaç saat kısaltacak
877
+ 438
878
+ programın üçüncü sezonu mart ayında başladı
879
+ 439
880
+ rusya karşıt görüş bildirdi
881
+ 440
882
+ seçmen listelerinin her vatandaşın oy kullanma hakkını güvence altına almasını sağladınız mı
883
+ 441
884
+ öfkeyi azaltmak zor olabilir
885
+ 442
886
+ ancak gavran bu konuda iyimser
887
+ 443
888
+ artık bunun için çok geç
889
+ 444
890
+ en az yirmi kişi donarak hayatını yitirdi
891
+ 445
892
+ kadarenin eserleri kırktan fazla ülkede çevrildi
893
+ 446
894
+ mevcut sayı altı bin üç yüz civarında
895
+ 447
896
+ emekli aylığımızla ne satın alabiliriz
897
+ 448
898
+ bir sonraki seçimler otuz bir aralıkta yapılacak
899
+ 449
900
+ fakat bazılarının tek istediği şey hediye değil
901
+ 450
902
+ valovoi değişim umut ediyor
903
+ 451
904
+ proje birkaç ay içinde başlayacak
905
+ 452
906
+ ancak bazıları farklı görüşte
907
+ 453
908
+ sırp siyasiler tepki göstermekte gecikmediler
909
+ 454
910
+ kabaşi mahkemeye saygısızlıkla suçlandı
911
+ 455
912
+ ülke belgeyi hazırlamaya başladı bile
913
+ 456
914
+ genel durumu iyileştirme yönünde herhangi bir fikriniz var mı
915
+ 457
916
+ i̇lkinde gereken üçte ikilik çoğunluk sağlanamadı
917
+ 458
918
+ seçimlerde usulsüzlük bildirilmedi
919
+ 459
920
+ teklifleri sunma süresi yirmi altı mayısta sona eriyor
921
+ 460
922
+ satarsak zarar mı ederiz
923
+ 461
924
+ bir diğer mesele de domuz gribiydi
925
+ 462
926
+ bir çocuğun dikkati bir saatten uzun sürmez
927
+ 463
928
+ bize biraz festivalin tarihçesinden ve nasıl başladığından bahseder misiniz
929
+ 464
930
+ şimdilik yol istikrara gidiyor gibi görünüyor
931
+ 465
932
+ en zehirli yılan bile istediği yere gidebiliyor
933
+ 466
934
+ ama aldıran yok
935
+ 467
936
+ cuma günü oylama yapılması bekleniyor
937
+ 468
938
+ katılım oranı yaklaşık yüzde kırk yedi olarak gerçekleşti
939
+ 469
940
+ i̇kinci tur on üç aralıkta gerçekleşecek
941
+ 470
942
+ yaşanan gelişmeler pek çok kimseyi şaşırtıyor
943
+ 471
944
+ bakan gördüğü zarardan toparlanabilmiş değil
945
+ 472
946
+ withers haziran iki bin yedide büyükelçi olmuştu
947
+ 473
948
+ diğerleri için gelenekler önemli
949
+ 474
950
+ şimdi de devletten yardım istiyorlar
951
+ 475
952
+ kosovayı vizesiz bir rejime yakınlaştırmalıyız
953
+ 476
954
+ aday listeleriyle ilgili sorun kalmadı
955
+ 477
956
+ gana da buna kurban gitti
957
+ 478
958
+ avrupa komisyonu konuyu incelediğini söyledi
959
+ 479
960
+ etkinlik otuz ekime kadar devam edecek
961
+ 480
962
+ görüşmelere yaklaşık yüz otuz uzman katılacak
963
+ 481
964
+ sergi yirmi beş mayısa kadar açık kalacak
965
+ 482
966
+ verilen süre yirmi dokuz eylülde sona eriyor
967
+ 483
968
+ teklifler yirmi bir mayısta değerlendirilecek
969
+ 484
970
+ o dönemi nasıl atlattınız
971
+ 485
972
+ ana yemek ya domuz ya da kuzu rostosu oluyor
973
+ 486
974
+ kendimi kötü hissediyorum ama ne yapabilirsiniz ki
975
+ 487
976
+ sorunu çözer mi hayır
977
+ 488
978
+ dünya kupası için yeni inşa edilmiş
979
+ 489
980
+ fakat bu tamamen doğru değil
981
+ 490
982
+ suçlamalar yaygındı
983
+ 491
984
+ göreve iki isim daha aday oldu
985
+ 492
986
+ parisin kulesi çinin de seddi var
987
+ 493
988
+ şu anda trenler günde iki defa hizmet veriyor
989
+ 494
990
+ ohride gece hayatı da oldukça canlı
991
+ 495
992
+ festivalde otuz beş ülkeden yüz yirmi film gösterilecek
993
+ 496
994
+ i̇kinci yarı daha da heyecanlı başladı
995
+ 497
996
+ dayton uygulamasında kim kimdir
997
+ 498
998
+ resmi iade süreci birkaç hafta sürebilir
999
+ 499
1000
+ pek çok kişi orduya destek verdi
1001
+ 500
1002
+ baskılar çoktan kaynama noktasına ulaştı
1003
+ 501
1004
+ ancak bu durum değişiyor
1005
+ 502
1006
+ bir soruşturmanın devam ettiği söyleniyor
1007
+ 503
1008
+ bu yüzden cenaze tarihi halka açıklanmayacak
1009
+ 504
1010
+ son başvuru tarihi yirmi altı şubat iki bin on
1011
+ 505
1012
+ bunlar bu yasanın düzenlemesi gereken konular
1013
+ 506
1014
+ o konuda ne yapacağız
1015
+ 507
1016
+ burada olay hastanın etrafında gelişiyor
1017
+ 508
1018
+ organize suç olasılığı da dışlanmadı
1019
+ 509
1020
+ sivil nüfus kaçtı
1021
+ 510
1022
+ yetkililer ise aksini iddia ediyor
1023
+ 511
1024
+ yetkililer bunları geçen ay yayınladılar
1025
+ 512
1026
+ erken seçimlerin mayısta yapılması bekleniyor
1027
+ 513
1028
+ fakat pek çok kadın kuralları görmezden geliyor
1029
+ 514
1030
+ uluslararası toplum seçimleri yakından izliyor
1031
+ 515
1032
+ sevgiyi hisset
1033
+ 516
1034
+ ancak kamuoyu bu durumu pek de affetmiyor
1035
+ 517
1036
+ kimin uygun olacağını ise yasalar belirler
1037
+ 518
1038
+ benzer talepler hırvat azınlığından da geliyor
1039
+ 519
1040
+ şampiyonada on iki mayısa kadar on iki maç yapılacak
1041
+ 520
1042
+ projeler altı bilimsel alanı kapsıyorlar
1043
+ 521
1044
+ adaylar arasındaki az fark sürpriz oldu
1045
+ 522
1046
+ seçmen katılımı yüzde elli yedi olarak gerçekleşti
1047
+ 523
1048
+ bu arada da dört yıldır hiçbir şey yapmadık
1049
+ 524
1050
+ ve bence olaylar da bu yönde gelişecek
1051
+ 525
1052
+ ekim iki bin beşte müzakereler başladı
1053
+ 526
1054
+ muhtemelen hayır
1055
+ 527
1056
+ umarım turnuvada ilerlerler
1057
+ 528
1058
+ tesis kırk izleyiciyi ağırlayabiliyor
1059
+ 529
1060
+ diğer görevler henüz belirlenme aşamasında
1061
+ 530
1062
+ antikitera mekanizmasının bir kopyası
1063
+ 531
1064
+ haber üsküpte coşkuyla karşılandı
1065
+ 532
1066
+ bu kişilerin çoğu yaşlılar ve çocuklardı
1067
+ 533
1068
+ pek çok kaynak olduğu söylenebilir
1069
+ 534
1070
+ roman liderler karışıklık yüzünden ayaklandı
1071
+ 535
1072
+ eylemci grupları daha az ihtiyatlı davrandılar
1073
+ 536
1074
+ etkinlik on dört ocaka kadar devam edecek
1075
+ 537
1076
+ tesisi yılda üç yüz elli bin kişi ziyaret ediyor
1077
+ 538
1078
+ ancak yeni hükümet bir azınlık hükümeti
1079
+ 539
1080
+ söz konusu işlem salı günü gerçekleşti
1081
+ 540
1082
+ i̇vica ve janica birlikte antrenman yapıyorlar
1083
+ 541
1084
+ prosedürleri ve proje seçim kriterlerini gevşetmeyi düşündünüz mü
1085
+ 542
1086
+ bu arada yeni sorunlar da baş gösteriyor
1087
+ 543
1088
+ ancak sonuçları kimse inkar edemez
1089
+ 544
1090
+ papulyas seçimlere rakipsiz katılıyor
1091
+ 545
1092
+ parti içindeki güç mücadelesi devam ediyor
1093
+ 546
1094
+ şimdiden en az üç yeni belediye kurulmuş durumda
1095
+ 547
1096
+ gıda fiyatları yüksek
1097
+ 548
1098
+ sunulan seksen makaleden yaklaşık yirmi beş tane seçildi
1099
+ 549
1100
+ sizce tüm bu takdirin arkasında ne yatıyor
1101
+ 550
1102
+ ordu amaçlanan hedeflere ulaşıldığını belirtti
1103
+ 551
1104
+ sergi on yedi eylüle kadar açık kalacak
1105
+ 552
1106
+ bazıları biraz hayal kırıklığına uğradı
1107
+ 553
1108
+ sınır kapıları kısıtlı askeri bölge ilan edildi
1109
+ 554
1110
+ almazsak yine bir şey olmayacak
1111
+ 555
1112
+ etkinliğe yaklaşık üç yüz bilim insanı katıldı
1113
+ 556
1114
+ ancak sürmekte olan siyasi kriz olası ziyaretçileri caydırabilir mi
1115
+ 557
1116
+ kuş kafesim artık boş çeşmede bir damla su yok
1117
+ 558
1118
+ neden kuzeye güneyden farklı muamele edilsin
1119
+ 559
1120
+ avrupa ise gırtlağına kadar borca batmış durumda
1121
+ 560
1122
+ bir anda bütün coşku yok oldu
1123
+ 561
1124
+ bu pek çok acı ve ölüm getirmiş bir kitap
1125
+ 562
1126
+ türk dışişleri bakanı bükreşi ziyaret etti
1127
+ 563
1128
+ üç yarışta da ortayı vurmak bu kadar sık olmaz
1129
+ 564
1130
+ sırbistandaki bilimsel ilerleme ve başarılara ilişkin değerlendirmeniz ne yönde
1131
+ 565
1132
+ ancak ilk sonuçlar telafi edildi
1133
+ 566
1134
+ makedonyaya dünyanın kapılarını da açıyor
1135
+ 567
1136
+ halandride yaşayan i̇oannis zaharopoulos
1137
+ 568
1138
+ festivale elli yabancı film katıldı
1139
+ 569
1140
+ i̇kili kosovanın statü sürecini değerlendirdi
1141
+ 570
1142
+ bu işbirliğine gotovinanın iadesi de dahil
1143
+ 571
1144
+ benzer bir açıklama komiserden de geldi
1145
+ 572
1146
+ uzmanlar sistemin değişmesi gerektiği görüşünde
1147
+ 573
1148
+ adil oldu mu
1149
+ 574
1150
+ zherka kardeşlerse on beş gün gözaltında tutulacak
1151
+ 575
1152
+ ben sadece hafif yaralandım
1153
+ 576
1154
+ japonyada ise özel sektörün payı yüzde seksen
1155
+ 577
1156
+ kapsamlı bir rapor bu yaz hazırlanacak
1157
+ 578
1158
+ ancak üretim yıllık bazda yüzde on bir virgül altı geriledi
1159
+ 579
1160
+ i̇ki milletvekili ise çekimser kaldı
1161
+ 580
1162
+ teklif sunma süresi bir nisan iki bin altıda sona eriyor
1163
+ 581
1164
+ etkinlik yedi haziranda sona erecek
1165
+ 582
1166
+ dava nisan ayı başlarında sona erdi
1167
+ 583
1168
+ sanatta herşey kendi yerine düşer
1169
+ 584
1170
+ ancak bu olmadı
1171
+ 585
1172
+ kosova konusunda zirve ikiye bölündü
1173
+ 586
1174
+ jolie kalabalığı boşnakça selamladı
1175
+ 587
1176
+ artık ne kadar başarılı olduğunu görebiliyoruz
1177
+ 588
1178
+ bu da büyük bir masraf ve zaman kaybı
1179
+ 589
1180
+ önemli adımlardan biri atıldı bile
1181
+ 590
1182
+ atık dökme çok önemli bir sorun teşkil ediyor
1183
+ 591
1184
+ etkinlik yirmi iki mayısa kadar açık kalacak
1185
+ 592
1186
+ her gün yeni binalar ve bulvarlar yapılıyor
1187
+ 593
1188
+ bana iş teklif ettiler
1189
+ 594
1190
+ fakat liberal demokrasiler bile tek parça değil
1191
+ 595
1192
+ peki bu yeni gibi görünen uzlaşma nereden geliyor
1193
+ 596
1194
+ kosova ilk film festivalini başlattı
1195
+ 597
1196
+ kitabım da bu hikayeyi anlatıyor
1197
+ 598
1198
+ ancak ülkeyi daha pek çok güçlük bekliyor
1199
+ 599
1200
+ petrol sektöründe başka dış yatırımcılar da var
1201
+ 600
1202
+ sonucun ne olmasını bekliyorsunuz
1203
+ 601
1204
+ diğer partilerse açık farkla geriden geliyor
1205
+ 602
1206
+ bugüne kadar eyalette tespit edilen vaka yok
1207
+ 603
1208
+ fonların sekiz milyon avroluk bölümü hemen verilecek
1209
+ 604
1210
+ kosovada altı hafta önce nüfus sayımı yapıldı
1211
+ 605
1212
+ bdoksan iki bu açıdan hangi noktada duruyor
1213
+ 606
1214
+ anketlerden bir sonuç çıkmadı
1215
+ 607
1216
+ gelecekte ne tür adımların atılması bekleniyor
1217
+ 608
1218
+ hırvat takımı jüri özel ödülünü de aldi
1219
+ 609
1220
+ kuruluş ilk defa sırbistana not verdi
1221
+ 610
1222
+ i̇ki aday ikinci turda karşı karşıya gelecek
1223
+ 611
1224
+ yasaların ağustos ayında onaylanması bekleniyor
1225
+ 612
1226
+ bu güne badnik adı verilir
1227
+ 613
1228
+ ancak iyi haberler de yok değil
1229
+ 614
1230
+ siz de aynı fikirde misiniz
1231
+ 615
1232
+ yeni meclis ilk oturumunu gerçekleştirdi
1233
+ 616
1234
+ şu andaki asker sayısı ise on üç bin
1235
+ 617
1236
+ makedon yetkililerdense yanıt çabuk geldi
1237
+ 618
1238
+ ekim itibarıyla gerçekleştirecekleriniz arasından ikiüç madde sayabilir misiniz
1239
+ 619
1240
+ söz konusu taslağı inceleme fırsatı bulabildiniz mi
1241
+ 620
1242
+ hoş değildi
1243
+ 621
1244
+ ab temsilcileri haberi memnuniyetle karşıladılar
1245
+ 622
1246
+ girişimin hazırlanması yıllar sürdü
1247
+ 623
1248
+ elektriğe bu ay yüzde altı virgül yedi oranında zam yapıldı
1249
+ 624
1250
+ kasedin etkisi büyük oldu
1251
+ 625
1252
+ bugüne kadar iki yüz elli milyon ton cevher kullanıldı
1253
+ 626
1254
+ ancak bazıları duruma şüpheyle yaklaşıyor
1255
+ 627
1256
+ ama arabuluculuk rolünü türkiye üstlenebilir
1257
+ 628
1258
+ ülke gelecek yıl vizeden kurtulmayı umuyor
1259
+ 629
1260
+ ankara tedbiri elden bırakmıyor
1261
+ 630
1262
+ bu girişimin amacı nedir
1263
+ 631
1264
+ şimdi ise bu zorunluluk ortadan kalktı
1265
+ 632
1266
+ ancak bütün haberler de karamsar değil
1267
+ 633
1268
+ sadece bükreşte bin iki yüz polis memuru açığı var
1269
+ 634
1270
+ maçı i̇ngiltere ikibir kazandı
1271
+ 635
1272
+ ayrıca güzel manzaralı bir balkonu da var
1273
+ 636
1274
+ bu yorumlar lahey tarafından hoş karşılanmadı
1275
+ 637
1276
+ ödül töreni on altı mayısta gerçekleşecek
1277
+ 638
1278
+ macaristan pasaport politikası mı oynuyor
1279
+ 639
1280
+ bu yüzden de cipliçe göre çözüm yeni seçimler
1281
+ 640
1282
+ bu ay yeni ve kapsamlı kazılar başlatılacak
1283
+ 641
1284
+ doğrulanmış on iki vakadan dördü ölümle sonuçlandı
1285
+ 642
1286
+ bu yüzden de kimse ateşle oynamamalıdır
1287
+ 643
1288
+ i̇ki madende iki bin beş yüzden fazla kişi çalışıyor
1289
+ 644
1290
+ şimdilik
1291
+ 645
1292
+ sanatçı yirmi altı bin avro tazminat aldı
1293
+ 646
1294
+ bunun için geri geleceğiz
1295
+ 647
1296
+ sizce iki bin dokuz şirket açısından başarılı bir yıl mıydı
1297
+ 648
1298
+ bilim insanı bunu neden değiştirmek gerekiyor ki diye soruyor
1299
+ 649
1300
+ peki ama neden
1301
+ 650
1302
+ tavuk eti satışları yüzde doksan düştü
1303
+ 651
1304
+ yine de hala kırılgan
1305
+ 652
1306
+ bu durumun devam edeceği konusunda iyimserim
1307
+ 653
1308
+ ancak hala bazı engeller var
1309
+ 654
1310
+ bu eski teknolojinin riskli olduğu düşünülüyor
1311
+ 655
1312
+ i̇hale için son teklif verme günü beş aralık
1313
+ 656
1314
+ dört yıl sonra dava gün ışığına çıktı
1315
+ 657
1316
+ onlar için yaptıklarınızdan memnun musunuz
1317
+ 658
1318
+ bu bir yılda yapılan dördüncü zam oldu
1319
+ 659
1320
+ bu örnekte ise iki farklı görüş var
1321
+ 660
1322
+ kendisine çingene denilmesine de aldırmıyor
1323
+ 661
1324
+ bu sorun diğer bölge ülkelerinde de aynı
1325
+ 662
1326
+ bölgede eşitsizlikler var ve hatıralar daha taze
1327
+ 663
1328
+ aynı kültüre sahibiz ve dillerini biliyoruz
1329
+ 664
1330
+ kuzeydeki sorunların anıda çözümü yok
1331
+ 665
1332
+ i̇ngilizce ve fransızca biliyor
1333
+ 666
1334
+ festivale sekiz slav ülkesi katıldı
1335
+ 667
1336
+ forumda yirmi altı ülkeden temsilciler yer alacak
1337
+ 668
1338
+ eskiden insanlar daha neşeliydi
1339
+ 669
1340
+ savaş dönemi sona erdi ve şimdi inşa etme zamanı
1341
+ 670
1342
+ tarih köprüyü bir balkan simgesi haline getirdi
1343
+ 671
1344
+ önde gelen borçlular ise devlet kurumları
1345
+ 672
1346
+ kampanya gelecek ay tamamlanacak
1347
+ 673
1348
+ ertesi gün de mahkeme suçlamaları geri çekti
1349
+ 674
1350
+ duruşmanın gelecek yıla sarkması bekleniyor
1351
+ 675
1352
+ etkinlik on beş mayısa kadar devam edecek
1353
+ 676
1354
+ o ülkeden herhangi bir tepki geldi mi
1355
+ 677
1356
+ benim kabul edilemez gördüğüm statüko buydu
1357
+ 678
1358
+ şampiyonaya tüm dünyadan toplam iki yüz kırk üç kişi katıldı
1359
+ 679
1360
+ bu iş kolay olmayacak
1361
+ 680
1362
+ buğdayın fiyatı artmıştır
1363
+ 681
1364
+ halk arasındaki tepkiler de şok niteliğinde
1365
+ 682
1366
+ pazar günü almanya itirazlarını geri çekti
1367
+ 683
1368
+ artık tüm bunlar değişti
1369
+ 684
1370
+ sizce eski yugoslavya topraklarında medya profesyonel ve ahlaki açıdan yeterli olgunluğa ulaştı mı
1371
+ 685
1372
+ her iki zanlı da soykırımla suçlandı
1373
+ 686
1374
+ hükümetse suçlamayı reddediyor
1375
+ 687
1376
+ savaş suçu davaları hâlâ inceleniyor
1377
+ 688
1378
+ kıbrıs sorununda herhangi bir değişiklik yoktur
1379
+ 689
1380
+ parti türkiyedeki seksen bir ilin elli sekizini ele geçirdi
1381
+ 690
1382
+ tadiçin çağrısına uyuldu mu
1383
+ 691
1384
+ organizatörler öneriyi geri çevirdiler
1385
+ 692
1386
+ şu andaki personel sayısı iki bin sekiz yüz elli bir
1387
+ 693
1388
+ toplantı dokuz saat sürdü
1389
+ 694
1390
+ üste görevli başka sırplar da var mıydı
1391
+ 695
1392
+ fakat ilişkiler her zaman bu kadar pembe değil
1393
+ 696
1394
+ şu anda bölgede yaklaşık doksan bin sırp yaşıyor
1395
+ 697
1396
+ her yaştan takasçı geliyor
1397
+ 698
1398
+ kitaptaki kişi ben olabilirdim
1399
+ 699
1400
+ bakanlar kosova konusunda da konuştular
1401
+ 700
1402
+ bu arada gözler yeni anayasanın kabulüne döndü
1403
+ 701
1404
+ bu yasada yeni olanlar nedir
1405
+ 702
1406
+ tasarının en çok tartışılan maddesi madde yedi
1407
+ 703
1408
+ eğitim ve danışmanlığa on martta devam ettik
1409
+ 704
1410
+ dava iki bin üç sonlarında başladı
1411
+ 705
1412
+ dizi harika
1413
+ 706
1414
+ astiboda dört bin kişi çalışıyordu
1415
+ 707
1416
+ fakat ivica farklı düşünüyor
1417
+ 708
1418
+ operasyon pazar günü şafak sularında başlatıldı
1419
+ 709
1420
+ ancak her şey o kadar kolay değil
1421
+ 710
1422
+ bu yüzden meclis çalışmaları durmuş durumda
1423
+ 711
1424
+ özlem sonunda muradına eriyor
1425
+ 712
1426
+ operasyon altı kentte birden yürütüldü
1427
+ 713
1428
+ proje altyapı ve ekonomik açıdan önem taşıyor
1429
+ 714
1430
+ durres turizm açısından da önem taşıyor
1431
+ 715
1432
+ sergi ocak ayı sonuna kadar açık kalacak
1433
+ 716
1434
+ gül hesabını geçen ay açmıştı
1435
+ 717
1436
+ ancak onlar olmadan film de yapılmaz
1437
+ 718
1438
+ bunu nasıl değerlendiriyorsunuz
1439
+ 719
1440
+ bu arada yerli malları da yok oluyor
1441
+ 720
1442
+ projenin toplam maliyeti yaklaşık altmış milyon avro
1443
+ 721
1444
+ moldova toplantıya gözlemci statüsüyle katılıyor
1445
+ 722
1446
+ yaklaşık yüzde on dokuz ise kararsız
1447
+ 723
1448
+ ana menüde balık ve domuz eti var
1449
+ 724
1450
+ anlaşma bir ocakta yürürlüğe girecek
1451
+ 725
1452
+ şu ânda bütün yerler tutulmuş durumda
1453
+ 726
1454
+ bu yılki rapor serinin sekizinci raporu oldu
1455
+ 727
1456
+ fuara altı yüz yerli ve yabancı yayınevi katılacak
1457
+ 728
1458
+ başlıca farklılık noktaları ekonomik
1459
+ 729
1460
+ yeni yasa uyarınca bunlar da kaldırıldı
1461
+ 730
1462
+ doğrusu benim için hoş bir sürpriz oldu
1463
+ 731
1464
+ hayvar kırmızı biberden yapılıyor
1465
+ 732
1466
+ bu arada da kendi hayatını sürdürmeye çalıştı
1467
+ 733
1468
+ belgraddan bu konuyla ilgili herhangi bir geri bildirim aldınız mı
1469
+ 734
1470
+ tartışma haziran ayında yapılacak
1471
+ 735
1472
+ bu yılki en önemli konu güvenlikti
1473
+ 736
1474
+ aynı gün de başkanlığın başkanı seçildi
1475
+ 737
1476
+ bunun değişeceğini umuyorum
1477
+ 738
1478
+ fonlar eğitim projelerinde kullanılacak
1479
+ 739
1480
+ yeni lider on sekiz şubatta ant içecek
1481
+ 740
1482
+ ancak rejim çöktükten sonra müze kapatılmıştı
1483
+ 741
1484
+ bu haliyle köy oldukça huzurlu görünüyor
1485
+ 742
1486
+ armagedon küsmüş
1487
+ 743
1488
+ muhalefet partileri bu hareketi sorguladılar
1489
+ 744
1490
+ tesisin yüz yüz yirmi yeni iş yaratması bekleniyor
1491
+ 745
1492
+ fakat süreç içinde sorunlar da yaşanmıyor değil
1493
+ 746
1494
+ ab resmi bir açıklamada bulunmadı
1495
+ 747
1496
+ makedon okulları çevre eğitimine kavuştu
1497
+ 748
1498
+ ancak kuruluşun özelleştirilmesi kolay olmadı
1499
+ 749
1500
+ travnikteki evin içi
1501
+ 750
1502
+ kahvelerimizi bitirdik ve arabaya geri yürüdük
1503
+ 751
1504
+ öğrenmede ve sınavlarda sıkıntı yaşıyorlar
1505
+ 752
1506
+ bu ürün tanıtımlarında iddia edilen etkileri yaratıyor mu yoksa bir aldatmacadan mı ibaret
1507
+ 753
1508
+ torunu titonun izinden mi gidiyor
1509
+ 754
1510
+ polis reformu en büyük engel olmayı sürdürüyor
1511
+ 755
1512
+ anlaşma üçüncü şahıs gemiler için geçerli değil
1513
+ 756
1514
+ bölge yeni ve tarihi bir fırsatla karşı karşıya
1515
+ 757
1516
+ hızlı ve doğru şekilde hareket etmek zorundaydık
1517
+ 758
1518
+ merkez bankasının başlıca amacı düşük enflasyon
1519
+ 759
1520
+ şimdi ise bu oranlar yer değiştirdi
1521
+ 760
1522
+ futbol etnik bölünmeleri aşabilir mi
1523
+ 761
1524
+ anlaşmanın değer dört virgül yedi milyon dolardı
1525
+ 762
1526
+ ülkede altı yüz seksen romen askeri bulunuyor
1527
+ 763
1528
+ ancak tutuklama olmadı
1529
+ 764
1530
+ on milletvekili çekimser kaldı
1531
+ 765
1532
+ bundan cumhurbaşkanı bile etkilendi
1533
+ 766
1534
+ demokratlar buna tepki verdiler
1535
+ 767
1536
+ i̇ddia ettikleri gibi maske takmıyordum
1537
+ 768
1538
+ bu neredeyse her yüz erkekten ikisi demek
1539
+ 769
1540
+ peki ya çocukların sadece benim değil yunan ailelerinin yetiştirdiği bütün o çocukların geleceği
1541
+ 770
1542
+ hükümet anlaşmayı haziran ayında imzalamıştı
1543
+ 771
1544
+ proje mart ayında başlatıldı
1545
+ 772
1546
+ yazarın yetmiş kitabı yirminin üzerinde dile çevrildi
1547
+ 773
1548
+ cezalar yirmi yedi eylülde verildi
1549
+ 774
1550
+ fakat bazı iddiaların sınırları var
1551
+ 775
1552
+ binada restorasyon çalışmaları sürüyor
1553
+ 776
1554
+ bu kampanya beklenilen başarıya ulaştı mı
1555
+ 777
1556
+ çift anavatanlarından ayrılmayı düşünüyor
1557
+ 778
1558
+ kosovada kasım ayında seçimler yapılacak
1559
+ 779
1560
+ bu çerçevede pek çok ev yenileniyor
1561
+ 780
1562
+ sonucu çok az kişi tahmin etmişti
1563
+ 781
1564
+ niçin
1565
+ 782
1566
+ umarım bu şekilde anlaşılmıyordur
1567
+ 783
1568
+ makedon başkenti haftasonu cazla dolup taştı
1569
+ 784
1570
+ hepimiz doğru yoldayız
1571
+ 785
1572
+ öte yandan washington da sahneye çıktı
1573
+ 786
1574
+ bu bir meclis kararı mı yoksa bağlayıcı bir referandum sonucunda mı olacak
1575
+ 787
1576
+ bu tür önkoşulları yerine getirmek kolay değil
1577
+ 788
1578
+ odun olmasa şimdiye dek ölmüştük
1579
+ 789
1580
+ listenin sonunda yer alan ülke angola oldu
1581
+ 790
1582
+ uluslararası toplumun özellikle çatışmadan yeni çıkılmış bu dönemde nasıl bir faydası olabilir
1583
+ 791
1584
+ polisin soruşturması devam ediyor
1585
+ 792
1586
+ buzhala buna katılıyor
1587
+ 793
1588
+ burada özgürlüğümüz yok güvenliğimiz yok
1589
+ 794
1590
+ bir köpeğin kariyeri beş yıla kadar sürebiliyor
1591
+ 795
1592
+ yarışmaya üç yüz otuz dokuz güfte katıldı
1593
+ 796
1594
+ sizlere yatırım yapıyoruz
1595
+ 797
1596
+ kuzeyde durumun şiddetlenmesini bekliyor musunuz
1597
+ 798
1598
+ ancak bu plan şimdilik suya düşmüş görünüyor
1599
+ 799
1600
+ maaşlar ve emekli aylıklarında kesinti yapıldı
1601
+ 800
1602
+ bazen baskı fiziksel şiddete de dönüşüyor
1603
+ 801
1604
+ bu herşeyi açıklıyor
1605
+ 802
1606
+ konuttan sonraki öncelik eğitim
1607
+ 803
1608
+ bir sonraki ay bir anayasa kabul edildi
1609
+ 804
1610
+ miljus daha önce de ölüm tehditleri almıştı
1611
+ 805
1612
+ kimilerine göre bu yeni bir şey değil
1613
+ 806
1614
+ diğer ikisiyse katılmayacaklarını bildirdi
1615
+ 807
1616
+ ancak öngörülen tedbirler henüz uygulanmış değil
1617
+ 808
1618
+ takım şimdiden bazı hayal kırıklıkları yaşadı
1619
+ 809
1620
+ bence bu son derece yanlış bir kavram
1621
+ 810
1622
+ grup kazanmaya yabancı değil
1623
+ 811
1624
+ sezaryen maliyetiyse bunun iki katından fazla
1625
+ 812
1626
+ ana sorun finansman
1627
+ 813
1628
+ bu bölgeyle ilgili alınan üç karardan biriydi
1629
+ 814
1630
+ birçok blogcu adaylığın olumlu olduğuna inanıyor
1631
+ 815
1632
+ saldırının görüntüleri tüm dünyaya yayıldı
1633
+ 816
1634
+ günümüzde siyasetçiler hiçbir şey yapmıyor
1635
+ 817
1636
+ onun gözüne özellikle iki fotoğraf çarpmış
1637
+ 818
1638
+ bitoladaki bir ilkti
1639
+ 819
1640
+ projenin üç yıl içinde tamamlanması bekleniyor
1641
+ 820
1642
+ sergiye on dört ülkeden yüz kırk beş sanatçı katıldı
1643
+ 821
1644
+ romanya erkekler dalında ikinci oldu
1645
+ 822
1646
+ bir diğer sorun da kıbrıs
1647
+ 823
1648
+ teklif sunma süresi otuz eylülde sona eriyor
1649
+ 824
1650
+ makedonyadaki tepkiler karışık oldu
1651
+ 825
1652
+ buralarda nadiren fatura kesiliyor
1653
+ 826
1654
+ askeri gerginlik yok
1655
+ 827
1656
+ açılış altı nisanda
1657
+ 828
1658
+ herşeyden önce krizi görmezden gelmeyeceğiz
1659
+ 829
1660
+ aksi takdirde yeni seçimler yapılacak
1661
+ 830
1662
+ sergi yirmi sekiz şubata kadar devam edecek
1663
+ 831
1664
+ ancak reformu siyasi bağlamı pek dostça olmadı
1665
+ 832
1666
+ hint kültürünün müziğiniz ve yaratıcı çalışmalarınız üzerinde doğrudan bir etkisi oldu mu
1667
+ 833
1668
+ oylama perşembe günü yapılacak
1669
+ 834
1670
+ bu yüzden moralleri bozuldu
1671
+ 835
1672
+ ancak rusya hala şüpheli
1673
+ 836
1674
+ nisan bin dokuz yüz doksan iki pek çok vatandaş için hâlâ canlı
1675
+ 837
1676
+ ayrıca dört de sırp polisi vardı
1677
+ 838
1678
+ bazı ikili toplantılar da yapılıyor
1679
+ 839
1680
+ i̇ş böyle işliyor
1681
+ 840
1682
+ peki bunlar yeterli mi
1683
+ 841
1684
+ ön teklifler yirmi altı kasıma kadar kabul edilecek
1685
+ 842
1686
+ cumhurbaşkanlığı için on iki aday mücadele ediyor
1687
+ 843
1688
+ ayrıca yüzde dört virgül elli dördü de kadınlardan meydana geliyor
1689
+ 844
1690
+ haydar pnişi i̇sviçrede yaşıyor ve çalışıyor
1691
+ 845
1692
+ ancak slaveski istifa etmeyi reddetti
1693
+ 846
1694
+ parça karışık tepkiler aldı
1695
+ 847
1696
+ kostunicanın seydiu ile görüşmesi beklenmiyor
1697
+ 848
1698
+ sizce kosova bölgedeki diğer ülkelere örnek oluyor mu
1699
+ 849
1700
+ seçimler on altı kasımda yapılacak
1701
+ 850
1702
+ herşeyimiz vardı
1703
+ 851
1704
+ bu yılki fuarın onur konuğu küba
1705
+ 852
1706
+ görüşmede bölgesel meselelere de değinildi
1707
+ 853
1708
+ masalardan birinde dört kadın lafa girdi
1709
+ 854
1710
+ çok ilginç bir film olabilir
1711
+ 855
1712
+ küresel çapta tanınma konusundaki yeni strateji nedir
1713
+ 856
1714
+ genişleme planları bununla da bitmiyor
1715
+ 857
1716
+ sibiunun kendisi de bir açık hava müzesi
1717
+ 858
1718
+ tesiste ağır hasar meydana gelmişti
1719
+ 859
1720
+ karışımı sertleşene kadar yoğurun
1721
+ 860
1722
+ sonuç olarak tarifelerde indirim bekleniyor
1723
+ 861
1724
+ sırbistan en iyi atletlerini en iyi antrenman koşullarına nasıl kavuşturacak
1725
+ 862
1726
+ arnavut kamu kuruluşları alarma geçirildi
1727
+ 863
1728
+ fenerbahçe ülker listesini kapattı
1729
+ 864
1730
+ sahneye çıktığınızda hâlâ aynı enerji ve coşkuyu hissediyor musunuz
1731
+ 865
1732
+ bizim saymaya başladığımız nokta burası
1733
+ 866
1734
+ toplam nüfus sadece iki milyon
1735
+ 867
1736
+ raporda bulgaristana altı tavsiyede bulunuldu
1737
+ 868
1738
+ her iki lider de farklı çalışma tarzlarına sahip
1739
+ 869
1740
+ bunun başarıp başaramamak ise onlara kalmış
1741
+ 870
1742
+ binlerce kişi evlerinden göçe zorlandı
1743
+ 871
1744
+ bunlardan altmışı şüpheli bulundu
1745
+ 872
1746
+ artık insanlar daha bireysel yaşıyor
1747
+ 873
1748
+ yüksek öğretimdeki rakamlar daha da düşük
1749
+ 874
1750
+ değişim dönemi başlamıştı
1751
+ 875
1752
+ temmuz ayında evleniyor
1753
+ 876
1754
+ söylediği şey de yanlış değil
1755
+ 877
1756
+ bakanı koalisyon ortakları bile eleştirdi
1757
+ 878
1758
+ programda on ülkeden yirmi bir belgesel yer alıyor
1759
+ 879
1760
+ yağmur aynı zamanda temizler
1761
+ 880
1762
+ selimaj yaklaşık otuz avro harcıyor
1763
+ 881
1764
+ mağdurların hiçbir hakkı olmaması çok saçma
1765
+ 882
1766
+ final karşılaşması ankarada oynandı
1767
+ 883
1768
+ çani bu yılın daha da zor geçeceğini öngörüyor
1769
+ 884
1770
+ peki balkan sporcuları şanslılar arasında yer alacak mı
1771
+ 885
1772
+ seçimleri nasıl değerlendiriyorsunuz
1773
+ 886
1774
+ sorguya cuma günü de devam edildi
1775
+ 887
1776
+ ben de neden bunları burada yapmayalım ki dedim
1777
+ 888
1778
+ fouere iki ülkeyi sorunu abartmamaya çağırdı
1779
+ 889
1780
+ anlaşmanın değeri üç yüz altmış milyon dolar
1781
+ 890
1782
+ bu davaya on sekiz hakim baktı
1783
+ 891
1784
+ fakat bin dört yüz elli üç fethinin anma törenleri tarihle bağdaşıyor mu
1785
+ 892
1786
+ pek çok dükkan sahibi için işler berbat
1787
+ 893
1788
+ irak televizyonu bütün etkinliği belgeledi
1789
+ 894
1790
+ periklis iakovakis dört yüzm engellide iddialı
1791
+ 895
1792
+ bu bombaların yüzde yirmi kadarı patlamadı
1793
+ 896
1794
+ otobüsler gönüllüleri alana taşıyamadı
1795
+ 897
1796
+ türkiye geçen yıl turizmde rekorlar kırdı
1797
+ 898
1798
+ bu düşüncesinde yalnız da değil
1799
+ 899
1800
+ sırbistan kuzey kosovada vergi toplayabilir mi
1801
+ 900
1802
+ bir hafta süren yarışma on altı kasımda sona erdi
1803
+ 901
1804
+ kayakçı süper dev slalomda da gümüş madalya aldı
1805
+ 902
1806
+ üretimin yüzde sekseni ihraç edilecek
1807
+ 903
1808
+ sergi dört marta kadar devam edecek
1809
+ 904
1810
+ şimdi başarılı olup bu bariyeri kırarlar mı
1811
+ 905
1812
+ bu planın bölge açısından anlamı açık
1813
+ 906
1814
+ bizim için silahlı kuvvetler kutsaldır
1815
+ 907
1816
+ çözüme ulaşmanın yolu bu değildir
1817
+ 908
1818
+ sergi yirmi sekiz şubata kadar açık kalacak
1819
+ 909
1820
+ girilmişse park görevlisi hiçbir şey yapmıyor
1821
+ 910
1822
+ oylar hala sayılıyor
1823
+ 911
1824
+ kocası ise daha sonra yine yunanistana dönmüş
1825
+ 912
1826
+ yarı maraton yarışını bir çift avrupalı kazandı
1827
+ 913
1828
+ böyle davrandığımız için özür dileriz
1829
+ 914
1830
+ sınır hizmetlerinin işlevleri artırıldı
1831
+ 915
1832
+ oranda iki bin yılından beri ilk defa düşüş yaşandı
1833
+ 916
1834
+ türkiye nükleer santral kurulmasını onayladı
1835
+ 917
1836
+ milutin bu tür bir filmin gösterime girmesi mümkün mü diye soruyor blogunda
1837
+ 918
1838
+ atık yönetimi bir ülkenin yaşam tarzını yansıtır
1839
+ 919
1840
+ beş yıllık proje otuz beş milyon avroya mal olacak
1841
+ 920
1842
+ çok sayıda siyasi de tutuklama olayını kınadı
1843
+ 921
1844
+ şu anda ise bu i̇nternet üzerinden yapılabiliyor
1845
+ 922
1846
+ sivil örgütler de şaşırmış durumda
1847
+ 923
1848
+ aralık bin dokuz yüz doksan üçe kadar da bu mevkide kaldı
1849
+ 924
1850
+ bu sırbistanda ilk defa uygulanan bir yöntem
1851
+ 925
1852
+ yeniden inşa çalışmaları yeni başladı
1853
+ 926
1854
+ karadağ bunda altı yüz yetmiş iki virgül sekiz milyon avroluk paya sahipti
1855
+ 927
1856
+ aliu gıyaben ömür boyu hapse mahkum edilmişti
1857
+ 928
1858
+ peki bu seçim türkiyenin parçalanmış solunda yeni bir dönemi başlatacak mı
1859
+ 929
1860
+ karı severim ama bu çok fazlaydı
1861
+ 930
1862
+ bu ikisi yarı finallerde yanlışlıkla elenmişti
1863
+ 931
1864
+ balkanlarda hukuk devleti ilkesi nihayet pekişiyor mu
1865
+ 932
1866
+ bakarciev daha sonra olaydaki rolünü itiraf etti
1867
+ 933
1868
+ bu durum özellikle gençler arasında yaygın
1869
+ 934
1870
+ i̇haleyi verme süreci aylardır sürüncemedeydi
1871
+ 935
1872
+ rücker göreve resmi olarak bir eylülde başlayacak
1873
+ 936
1874
+ türk takımı kırk iki puanla üçüncü oldu
1875
+ 937
1876
+ fonlar iki bin on iki bin on üç yılları arasında sağlanacak
1877
+ 938
1878
+ gözden geçirilmekte olan diğer bir madde ise seksen yedi
1879
+ 939
1880
+ burası ruhumu doyuruyor
1881
+ 940
1882
+ fakat pek kişi de gereksiz olduğu görüşünde
1883
+ 941
1884
+ hükümetin bu meseleyle ilgili görüşünü destekliyor musunuz
1885
+ 942
1886
+ siyasi açıdan sular durulmuş görünüyor
1887
+ 943
1888
+ bu biraz etkili oldu ama sona erdi
1889
+ 944
1890
+ romanyada araba işi patlama yaşıyor
1891
+ 945
1892
+ i̇lham her zaman içinizde olmalıdır
1893
+ 946
1894
+ proje yaklaşık on beş bin kişiye iş sağlayacak
1895
+ 947
1896
+ yine de sarkozynin fikri destek buluyor
1897
+ 948
1898
+ profesör özeren bu değerlendirmeye katılıyor
1899
+ 949
1900
+ maç otuz biryirmi dokuz skorla sona erdi
1901
+ 950
1902
+ yine de herşey kıbrısın kendi kararına bağlı
1903
+ 951
1904
+ konferans dört ekimde sona erdi
1905
+ 952
1906
+ komşu ülkeler de izleyecek modeller oluşturdular
1907
+ 953
1908
+ ancak ülke bunu henüz yapmış değil
1909
+ 954
1910
+ bölümün sinyalizasyonu tekrar yapıldı
1911
+ 955
1912
+ bunların şu anki fiyatları yedi virgül yetmiş ve yirmi iki virgül yirmi avro
1913
+ 956
1914
+ fakat bu durumun etkileri halen devam ediyor
1915
+ 957
1916
+ hükümetin çarşamba günü ant içmesi bekleniyor
1917
+ 958
1918
+ ancak bu çok zor bir görev
1919
+ 959
1920
+ bu noktalar yerel yönetimlerce sağlanacak
1921
+ 960
1922
+ durum bir gecede değişmeyecek
1923
+ 961
1924
+ nobel ödüllü i̇vo andriç
1925
+ 962
1926
+ ziyaret yirmi bir temmuzda gerçekleşecek
1927
+ 963
1928
+ paktın önerisi basitti
1929
+ 964
1930
+ erdoğan eleştirileri reddetti
1931
+ 965
1932
+ fakat önce inşa edilmeleri gerekiyor
1933
+ 966
1934
+ priştinebelgrad diyaloğu kurtarılabilir mi
1935
+ 967
1936
+ bu konuda neler söyleyeceksiniz
1937
+ 968
1938
+ fakat bazı ülkelerde tamiflu bile zor bulunuyor
1939
+ 969
1940
+ peki şimdi durum nasıl
1941
+ 970
1942
+ daha sonra görüş belgesini oluşturduk
1943
+ 971
1944
+ bu bizim her gün yaşadığımız bir realite
1945
+ 972
1946
+ kütle kaşıktan ayrılmaya başlayana dek kavurun
1947
+ 973
1948
+ semir osmanagiç kolay pes etmiyor
1949
+ 974
1950
+ polis grubun yirmi bir üyesini tutukladı
1951
+ 975
1952
+ bazı konularda ise belirsizlik söz konusu
1953
+ 976
1954
+ tüm bunlar ilgimizi çekse de uzun kalamazdık
1955
+ 977
1956
+ makedonyanın puanı değişmedi
1957
+ 978
1958
+ pek çok kişi başkalarının attığı şeyleri istiyor
1959
+ 979
1960
+ makedon hükümeti pazar günü ulusal yas ilan etti
1961
+ 980
1962
+ etkinlik yirmi altı ağustosa kadar devam edecek
1963
+ 981
1964
+ dünya afrika kültürünü hissetme fırsatı yakaladı
1965
+ 982
1966
+ zarar yüz otuz dört milyon avro kadar tahmin ediliyor
1967
+ 983
1968
+ karadağ ise sıfır virgül altmış üç ile en düşük puanı aldı
1969
+ 984
1970
+ i̇spanya karar konusunda inat ediyor
1971
+ 985
1972
+ bu insanlar da iş bulmakta zorlanıyor
1973
+ 986
1974
+ o sihirbaz değil sadece yeni seçilmiş bir lider
1975
+ 987
1976
+ i̇ranlılar da talebe uydular
1977
+ 988
1978
+ katılanların yaklaşık yüzde kırkı otuz beş yaş altında
1979
+ 989
1980
+ ancak bir klinik değil
1981
+ 990
1982
+ i̇ki bölümden oluşan röportajın ikinci bölümü
1983
+ 991
1984
+ hükümet bu hamleyi yapmaya tamamen hazır
1985
+ 992
1986
+ sırbistanda tepkiler karışık oldu
1987
+ 993
1988
+ atinada dilenen bir kadın
1989
+ 994
1990
+ diğerleri hemfikir
1991
+ 995
1992
+ bundan sonra bu miktar yarıya iniyor
1993
+ 996
1994
+ i̇şlemi diğer hamurla tekrarlayın
1995
+ 997
1996
+ bunun kosovadaki genel güvenlik durumu üzerindeki etkisi ne olacaktır
1997
+ 998
1998
+ festival yirmi dört nisanda sona eriyor
1999
+ 999
2000
+ ancak belge ileriki bir tarihte imzalanacak
2001
+ 1000
2002
+ görünüm dengeli olarak belirtildi
2003
+ 1001
2004
+ diyaloğun sonuç üretmeye devam etmesini umuyorum
2005
+ 1002
2006
+ bilgim yoktu
2007
+ 1003
2008
+ proje on üç milyon avro değerinde
2009
+ 1004
2010
+ bu kişiler de üçer yıl hapis cezası aldılar
2011
+ 1005
2012
+ projenin toplam maliyeti otuz bir virgül dokuz milyon avro
2013
+ 1006
2014
+ satış sözleşmesi on beş temmuzda imzalandı
2015
+ 1007
2016
+ toplam yatırım yirmi milyon avroya ulaşabilir
2017
+ 1008
2018
+ ancak rehn böyle bir niyeti reddetti
2019
+ 1009
2020
+ mevcut işsizlik oranı yüzde on iki virgül dört
2021
+ 1010
2022
+ bize arkadan ateş de ettiler
2023
+ 1011
2024
+ nüfusun çoğunluğunda kızgınlık var
2025
+ 1012
2026
+ herkes bu görüşü paylaşmıyor
2027
+ 1013
2028
+ aydar ve kartal daha sonra serbest bırakıldı
2029
+ 1014
2030
+ avro bölgesi krizi kosovayı teğet geçebilir mi
2031
+ 1015
2032
+ gülün göreve aday olması bekleniyor
2033
+ 1016
2034
+ yardımın varış noktası sorun yaratıyor
2035
+ 1017
2036
+ diğer beş adayın daha da az oy alması bekleniyor
2037
+ 1018
2038
+ afrika dünya
2039
+ 1019
2040
+ aralarında pek çok mülteci var
2041
+ 1020
2042
+ orta büyüklükteki bir fırın tepsisini yağlayın
2043
+ 1021
2044
+ saldırganların hiçbiri tespit edilemedi
2045
+ 1022
2046
+ öldürmek onlar için hiçbir şey ifade etmiyordu
2047
+ 1023
2048
+ konsere makedonyadan binlerce kişi katıldı
2049
+ 1024
2050
+ dokuz yıl sonra ise tekrar cumhurbaşkanı oldu
2051
+ 1025
2052
+ bundan iki hafta sonra da vefat etti
2053
+ 1026
2054
+ eğer diyalog mümkünse bu nasıl ve hangi uluslararası unsurların arabuluculuğu ile olabilir
2055
+ 1027
2056
+ dürüst olmak gerekirse bu acı veriyor
2057
+ 1028
2058
+ rapora göre enerji üretim kapasitesi geriliyor
2059
+ 1029
2060
+ yasa taslağı geçtiğimiz hafta meclise sunuldu
2061
+ 1030
2062
+ ancak hükümet bunu reddediyor
2063
+ 1031
2064
+ dersler i̇ngilizce işlenecek
2065
+ 1032
2066
+ yunan takımıyla ilgili kavgalar yenilginin önsözü mü
2067
+ 1033
2068
+ nevesinjenin tamamı elektriksiz kaldı
2069
+ 1034
2070
+ diğer uzmanlar da benzer kaygılar taşıyor
2071
+ 1035
2072
+ sizce barışın sağlanması mümkün mü
2073
+ 1036
2074
+ slovenya iki bin sekiz yılında kosovayı tanımıştı
2075
+ 1037
2076
+ kısmi bir çözüm ayakta kalamaz
2077
+ 1038
2078
+ dicarlo da bu sözleri tekrarladı
2079
+ 1039
2080
+ bir söylenti ortamına giriyoruz
2081
+ 1040
2082
+ bu rakam hükümeti kurmak için yeterli
2083
+ 1041
2084
+ sana yardım edebiliyorsam ederim
2085
+ 1042
2086
+ bu arada boykot edenler yalnızca sırplar değildi
2087
+ 1043
2088
+ aynı durum ihtiyacı olanlar için de geçerli
2089
+ 1044
2090
+ gotovina iki bin bir ortasından beri kanundan kaçıyor
2091
+ 1045
2092
+ bazı şeyleri değiştirmeye başlayan insanlar var
2093
+ 1046
2094
+ fakat sırp devleti henüz devreye girmiş değil
2095
+ 1047
2096
+ kosteliç komisyona seçilen ilk hırvat oldu
2097
+ 1048
2098
+ bu konuda mutlaka bir şeyler yapılması gerekecek
2099
+ 1049
2100
+ filmin bir kuruş bile kazanmadığını duydum
2101
+ 1050
2102
+ bu tutuklular sırp mahkemelerinde yargılanacak
2103
+ 1051
2104
+ bu kadar basit
2105
+ 1052
2106
+ i̇lk birkaç gün her zaman en zorudur
2107
+ 1053
2108
+ pek çok tanınmış üye partiden ayrıldı
2109
+ 1054
2110
+ gerçekten
2111
+ 1055
2112
+ i̇ki parti de seçmene yabancılaşmak istemiyor
2113
+ 1056
2114
+ bu kuşak toplumu ileri taşıyabilecek mi
2115
+ 1057
2116
+ fedailerinden birisi ise hayatını kaybetmişti
2117
+ 1058
2118
+ uçuş güvenlik tedbirleri derhal artırıldı
2119
+ 1059
2120
+ reisi olmayan bir ev gibiydi
2121
+ 1060
2122
+ nüfusun geri kalan kısmı ise on beş yaşın altında
2123
+ 1061
2124
+ makedonya turnuvayı on birinci sırada tamamladı
2125
+ 1062
2126
+ onlar da beş alp disiplininde yarışacaklar
2127
+ 1063
2128
+ konseyin yüz yirmi üyesi iki hafta içinde belirlenecek
2129
+ 1064
2130
+ kazı çalışmaları yaklaşık altı ay sürecek
2131
+ 1065
2132
+ biri gitti geriye altı yüz binden fazla kişi kaldı
2133
+ 1066
2134
+ kent sakinleri de aynı derecede heyecanlılar
2135
+ 1067
2136
+ bu arada romanya da yeni salgınlar bildirdi
2137
+ 1068
2138
+ alışkanlıkları ve adetleri nelerdi
2139
+ 1069
2140
+ bu tamamen doğru değil
2141
+ 1070
2142
+ duruşma on dört mayısa ertelendi
2143
+ 1071
2144
+ i̇sviçre ise dokuz virgül sıfır ile beşinci sırada yer aldı
2145
+ 1072
2146
+ bunun sonrasında gelen ateşkes kısa ömürlü oldu
2147
+ 1073
2148
+ fiyatlar artarken özel harcamalar düşecektir
2149
+ 1074
2150
+ ne yazık ki insanlar şiddete fazla eğilimli
2151
+ 1075
2152
+ bu görevi beklenilen şekilde yerine getirebiliyorlar mı
2153
+ 1076
2154
+ polis beş binden fazla sahte avroya el koydu
2155
+ 1077
2156
+ priştine seyahat ve turizme odaklanıyor
2157
+ 1078
2158
+ sırp ve hırvat aşırılık yanlıları da var
2159
+ 1079
2160
+ yine de girişimlerinden ötürü kutluyoruz
2161
+ 1080
2162
+ karar ayrıntılı bir analiz sonrasında alındı
2163
+ 1081
2164
+ ve bunun ülke ekonomisine etkisi ne olacak
2165
+ 1082
2166
+ festival yirmi ağustosa kadar devam edecek
2167
+ 1083
2168
+ bm kararı incelemekte olduğunu açıkladı
2169
+ 1084
2170
+ toplamda yüzde altmış sekiz virgül altınız erkek yüzde otuz bir virgül dördünüz ise kadın
2171
+ 1085
2172
+ bu örnek iki farklı açıdan değerlendirilebilir
2173
+ 1086
2174
+ şimdiye kadar bir teklif sunulmuş değil
2175
+ 1087
2176
+ fakat antolojiler yoğun şekilde tanıtıldı
2177
+ 1088
2178
+ bunun ne bize ne de müşterilere faydası var
2179
+ 1089
2180
+ toplam yüz on bin avro ödül dağıtılacak
2181
+ 1090
2182
+ yunan uzmanlar robotlu cerrahiyi tartışıyorlar
2183
+ 1091
2184
+ çoğu için bunlar hiçbir zaman yaşanmadı
2185
+ 1092
2186
+ i̇şten çıkarma sürecini de kolaylaştırdık
2187
+ 1093
2188
+ zaman geldi
2189
+ 1094
2190
+ çinin balkanlardaki i̇pek yolu
2191
+ 1095
2192
+ ancak sorunlar devam ediyor
2193
+ 1096
2194
+ müzakerelerde uluslararası varlık da gerekli
2195
+ 1097
2196
+ olağanüstüydü
2197
+ 1098
2198
+ kosovasırbistan barış antlaşması mı geliyor
2199
+ 1099
2200
+ mahkemeler görevlerini yapacaklar mı
2201
+ 1100
2202
+ i̇ki yıllık abone olunca on beş avroya satın aldım
2203
+ 1101
2204
+ bosna ya normal bir ülke olacak ya da dağ��lacak
2205
+ 1102
2206
+ hepsi de suçsuz olduğunu iddia etti
2207
+ 1103
2208
+ tepe zamanları ise sabah ve öğlen saatleri
2209
+ 1104
2210
+ faksın nereden gönderildiği belirlenemedi
2211
+ 1105
2212
+ sanatseverler de bu sonbaharı boş geçirmediler
2213
+ 1106
2214
+ barış müzakereleri hiçbir zaman kolay olmaz
2215
+ 1107
2216
+ bu durum kosovayı ne şekilde etkileyecek
2217
+ 1108
2218
+ kim demiş futbol yalnızca erkeklerin ilgisini çeker diye
2219
+ 1109
2220
+ son olarak da yunanistan bir dünya markasıdır
2221
+ 1110
2222
+ bu perşembe tekrar biraraya gelecekler
2223
+ 1111
2224
+ bizim yükümlülüğümüz belgeye harfiyen uymaktır
2225
+ 1112
2226
+ mara ile çalışıyor
2227
+ 1113
2228
+ sertifikalar dairemiz tarafından verilmektedir
2229
+ 1114
2230
+ birini sınıf müfredatı hazırlık niteliğinde
2231
+ 1115
2232
+ ancak programın kendi sorunları da yok değil
2233
+ 1116
2234
+ i̇lk katılım haitide olabilir
2235
+ 1117
2236
+ uluslararası toplum krizi çözmeye çalıştı
2237
+ 1118
2238
+ umarım finalden sonra teklif getirirler
2239
+ 1119
2240
+ parçalardan birindeyse bir şans parası bulunuyor
2241
+ 1120
2242
+ bu bizi mahveder
2243
+ 1121
2244
+ burada iyi de kötü de birarada
2245
+ 1122
2246
+ turnuva cumartesi gününe kadar devam edecek
2247
+ 1123
2248
+ şanslı para kimin olacak
2249
+ 1124
2250
+ sergi otuz mayısa kadar i̇stanbulda kalacak
2251
+ 1125
2252
+ projenin değeri yaklaşık altı yüz elli bin avro
2253
+ 1126
2254
+ programın toplamı otuz milyon dolar değerinde
2255
+ 1127
2256
+ seçimler on sekiz nisanda yapılacak
2257
+ 1128
2258
+ her zaman olduğu gibi en iyi çocuklarımız gitti
2259
+ 1129
2260
+ barikatlardan çekilmemiz gerektiğini düşünüyorsa neden bize bu yönde daha önce çağrıda bulunmadı
2261
+ 1130
2262
+ ayrıca iç kurumsal meselelerle de uğraşıyor
2263
+ 1131
2264
+ bu ülkede hiç kimse o çağa dönmek istemiyor
2265
+ 1132
2266
+ operasyon şu anda halktan büyük destek görüyor
2267
+ 1133
2268
+ hırvatlar fuara on üç buluşla katıldılar
2269
+ 1134
2270
+ manastır şu anda elden geçiriliyor
2271
+ 1135
2272
+ daha ayrıntılı bilgi verilmedi
2273
+ 1136
2274
+ bunlar ekonomiye çok fazla girmiş durumdalar
2275
+ 1137
2276
+ hükümet ise bilgi sızdırıldığını inkar etti
2277
+ 1138
2278
+ mayıs iki bin altıda söz konusu rakam otuz dört bin yedi yüz seksen dokuz idi
2279
+ 1139
2280
+ ancak bu görüşü herkes paylaşmıyor
2281
+ 1140
2282
+ çekimlerin iki bin dokuz başlarında başlaması bekleniyor
2283
+ 1141
2284
+ acelem yok bunu biliyorsunuz
2285
+ 1142
2286
+ bu gece sırbistan kutlama yapıyor
2287
+ 1143
2288
+ duyuru karışık tepkiler doğurdu
2289
+ 1144
2290
+ seçmenler bu inancı oy pusulasına da yansıtıyor
2291
+ 1145
2292
+ park yirmi beş bin kişiye iş sağlayacak
2293
+ 1146
2294
+ dayton sistemi yıprandı artık
2295
+ 1147
2296
+ üyelik için hedef tarih verilmiyor
2297
+ 1148
2298
+ öte yandan türkiye oldukça iyi gidiyor
2299
+ 1149
2300
+ kurbanlardan ikisi kadındı
2301
+ 1150
2302
+ irak savaşı türk turizmine ağır darbe vurdu
2303
+ 1151
2304
+ cotard bunların patlamadığını da belirtti
2305
+ 1152
2306
+ bu iddialara yanıtınız nedir
2307
+ 1153
2308
+ onaylanan adaylardan otuz ikisi sırp azınlık mensubu
2309
+ 1154
2310
+ bu da siyasi açmazın bir sonucu
2311
+ 1155
2312
+ bulgaristan ise kırk ikinci sırada yer aldı
2313
+ 1156
2314
+ bazı aileler için hiçbir veri bulunmuyor
2315
+ 1157
2316
+ ab şimdi endişelerini dile getiriyor
2317
+ 1158
2318
+ fakat bu sürecin bir de kabullenme kısmı var
2319
+ 1159
2320
+ yaklaşık üç bin kişi işinden olabilir
2321
+ 1160
2322
+ peki bu tür iddialar hâlâ akla yatkın mı
2323
+ 1161
2324
+ hükümet olmayan yerde devlet bütçesi de olamıyor
2325
+ 1162
2326
+ bunların karşılanmaları zorunludur
2327
+ 1163
2328
+ bu arada imar düzenlemeleri de hiç sıkı değil
2329
+ 1164
2330
+ referandum tarihi henüz belirlenmedi
2331
+ 1165
2332
+ sırp yetkililer statüyü memnuniyetle karşıladı
2333
+ 1166
2334
+ öte yandan sönmeze göre kurul tarafsız değil
2335
+ 1167
2336
+ blackard yaklaşık on bin kişiye de iş verecek
2337
+ 1168
2338
+ savcılar şaibeli nedenlerle davadan alındı
2339
+ 1169
2340
+ sırp yüzücü pazar günkü yarışmada birinci oldu
2341
+ 1170
2342
+ bu da tehlikeli olabilir
2343
+ 1171
2344
+ kişisel veriler artık daha iyi korunuyor
2345
+ 1172
2346
+ şebeke bağlantılarının yüzde yirmiye yakını kaçak
2347
+ 1173
2348
+ peki nasıl öğretmenlik yapıyor
2349
+ 1174
2350
+ noel ikramiyesinin ortalama miktarı yüz yetmiş avro
2351
+ 1175
2352
+ liste polis ve yargı kurumlarına iletildi
2353
+ 1176
2354
+ pek çok kişi pekinde ondan altın bekliyor
2355
+ 1177
2356
+ güneydoğu avrupa hükümetleri kayıtdışı ekonominin boyutları konusunda endişe duymalı mı
2357
+ 1178
2358
+ makedonyada şu andaki işsizlik oranı yüzde otuz üç virgül sekiz
2359
+ 1179
2360
+ bu yatırımlarla yeni iş sahaları da doğuyor
2361
+ 1180
2362
+ daha fazlası da imar izni bekliyor
2363
+ 1181
2364
+ bir o kadar yaşlı da bekleme listesinde
2365
+ 1182
2366
+ fuar dört on mayıs tarihleri arasında gerçekleşti
2367
+ 1183
2368
+ gün boyunca aileler birbirlerini ziyaret ederler
2369
+ 1184
2370
+ maras finalde on beş bin üç yüz yetmiş beş puan topladı
2371
+ 1185
2372
+ siyasette temiz insanlara ihtiyacımız var
2373
+ 1186
2374
+ calasan yetenekli çocuk bursu da aldı
2375
+ 1187
2376
+ takım finallere yükselecek on iki takımdan biri
2377
+ 1188
2378
+ konser günü tek sorun hava durumu değildi
2379
+ 1189
2380
+ ondan sonra gelen her şey bize ödül gibi göründü
2381
+ 1190
2382
+ bu günlerdeyse değişim rüzgarları hissediliyor
2383
+ 1191
2384
+ tüm partiler erken seçim yapılmasını istiyor
2385
+ 1192
2386
+ sonucu ancak seçim sonuçları belirleyecek
2387
+ 1193
2388
+ şimdi ben muayene olmaya gitsem ve doktor beni kabul etmese ne olacak
2389
+ 1194
2390
+ bu dabeskinin aynı ödülü ikinci kazanışı oldu
2391
+ 1195
2392
+ belge on sekiz haziranda sunulacak
2393
+ 1196
2394
+ projenin toplam maliyeti iki yüz kırk yedi milyon avro
2395
+ 1197
2396
+ vetëvendosje liderinin tutuklanması hareketin siyasete katılması için yakıt sağladı mı
2397
+ 1198
2398
+ tutuklananların ikisi de sırp vatandaşı
2399
+ 1199
2400
+ türkiye firmayı yedinci girişiminde satabildi
2401
+ 1200
2402
+ ancak bunun için anayasa değişikliği gerekiyor
2403
+ 1201
2404
+ tek bir grev bile olmadı
2405
+ 1202
2406
+ bu noktada rekabetçilik konusuna geri dönüyoruz
2407
+ 1203
2408
+ bu faaliyetleri bulgar uyruklular destekliyordu
2409
+ 1204
2410
+ bu olay yirmi iki mayısta gerçekleşti
2411
+ 1205
2412
+ bunların ikisi de mümkün değil
2413
+ 1206
2414
+ biz kaç kişiyiz
2415
+ 1207
2416
+ bulgar takımı kıbrısı üçsıfır yenerek birinci oldu
2417
+ 1208
2418
+ ödül iki milyon avro olacak
2419
+ 1209
2420
+ turnuvaya on üç ülkeden doksan sporcu katıldı
2421
+ 1210
2422
+ milletvekili sayısı yüz yirmiden yüz otuz üçe çıkacak
2423
+ 1211
2424
+ bu da hükümetin elinde olmayan bir meblağ
2425
+ 1212
2426
+ etkinliğe yirmi bir ülkenin temsilcileri katılıyor
2427
+ 1213
2428
+ yine de diğerleri katılım konusunda temkinli
2429
+ 1214
2430
+ çalışma gelecek yılın ilk günlerinde başlayacak
2431
+ 1215
2432
+ parlamento değişikliği cuma günü kabul etti
2433
+ 1216
2434
+ bu da demosun görevlerinden biri
2435
+ 1217
2436
+ sonuç olarak da hizmetler ertelendi
2437
+ 1218
2438
+ bu sevkıyat da bulgaristana gidiyordu
2439
+ 1219
2440
+ tek bir dava bile takip edilmedi
2441
+ 1220
2442
+ toplu taşımacılığın da değişmesi gerekiyor
2443
+ 1221
2444
+ bükreşe geldiğinde çocuk babasını arar
2445
+ 1222
2446
+ durum oldukça vahim
2447
+ 1223
2448
+ banka şu anda yeniden yapılandırma altında
2449
+ 1224
2450
+ etkinliğin ileriye dönük bir yönü de var
2451
+ 1225
2452
+ sizce sanat ve pazarlama arasında nasıl bir bağ var
2453
+ 1226
2454
+ tesis kırk megawattlık kapasiteye sahip olacak
2455
+ 1227
2456
+ projenin iki bin yedi yılında tamamlanması bekleniyor
2457
+ 1228
2458
+ görev bu yılın bitimine kadar sürecek
2459
+ 1229
2460
+ sizce bu görüş ayrılıklarının nedeni nedir ve bunların üstesinden nasıl gelinebilir
2461
+ 1230
2462
+ kosova tam mali özerkliğe sahip olacak
2463
+ 1231
2464
+ fakat devletin sunduğu yardımlar kısıtlı kalıyor
2465
+ 1232
2466
+ başsavcı olayla ilgili soruşturma başlattı
2467
+ 1233
2468
+ sırp doktor yeteneğinden ötürü ödüllendirildi
2469
+ 1234
2470
+ önceki ifadeleri kanıt olarak kullanılacak
2471
+ 1235
2472
+ racan liderliği sakince devretti
2473
+ 1236
2474
+ dağıtımcı firmalar fiyatları haksız yere mi yükseltiyor
2475
+ 1237
2476
+ bu doğru mu sizce
2477
+ 1238
2478
+ teklif süresi on şubatta sona eriyor
2479
+ 1239
2480
+ hırvatlar bu yazın turizm sezonundan endişeli
2481
+ 1240
2482
+ i̇lk hibrid taksiler atinada çalışmaya başladı
2483
+ 1241
2484
+ açılış töreni eylül ayı sonlarında gerçekleşti
2485
+ 1242
2486
+ kurban bayramının sabah namazı özel bir namaz
2487
+ 1243
2488
+ etkinliği kültür bakanlığı düzenledi
2489
+ 1244
2490
+ bir tarafta alıyor diğerinde satıyoruz
2491
+ 1245
2492
+ sizce kültür birleştirici bir unsur mu
2493
+ 1246
2494
+ yumurtalar daha sonra rahme enjekte ediliyor
2495
+ 1247
2496
+ çok yazık
2497
+ 1248
2498
+ sc hükümeti büyük zorluklar çekilmeden kuruldu
2499
+ 1249
2500
+ ne var ki proje başarısızlığa uğradı
2501
+ 1250
2502
+ daha da yüksek hedeflere ulaşmayı düşünmeyeceğim
2503
+ 1251
2504
+ yetkililer pasaportu on dört martta açıkladılar
2505
+ 1252
2506
+ bir tavayı yağ veya tereyağıyla yağlayın
2507
+ 1253
2508
+ ancak bazıları buna katılmıyor
2509
+ 1254
2510
+ o da çok iyi bir oyuncu olacak
2511
+ 1255
2512
+ bir de yatırım meselesi var
2513
+ 1256
2514
+ gerekli yasalar da mevcut değil
2515
+ 1257
2516
+ yine de bu da bir gelişme
2517
+ 1258
2518
+ sonra her şey değişti
2519
+ 1259
2520
+ bunlar ne tür değişiklikler olacak
2521
+ 1260
2522
+ müfredatta değişiklik yapılmamasından da mutlu
2523
+ 1261
2524
+ pek şimdi ne olacak
2525
+ 1262
2526
+ berişanın ekibini çoktan kurduğu bildiriliyor
2527
+ 1263
2528
+ üyelik ufukta göründü ancak hırvat halkı buna hazır mı
2529
+ 1264
2530
+ ardından emlak vergisi adını aldı
2531
+ 1265
2532
+ bu sefer hükümet çevrecilerden yana oldu
2533
+ 1266
2534
+ oğlum nereye uçup gitti
2535
+ 1267
2536
+ asker sayısı on dokuz bin iki yüzden on iki bine düşürülecek
2537
+ 1268
2538
+ almanya dışişleri bakanı ankarayı ziyaret etti
2539
+ 1269
2540
+ dizi on aralıkta sona erdi
2541
+ 1270
2542
+ görüşmelerde tadiç planını sundu
2543
+ 1271
2544
+ en son teknolojiler sunulmalı
2545
+ 1272
2546
+ sırbistan ve karadağ sıralamaya alınmadı
2547
+ 1273
2548
+ yine de ilerleme kaydediliyor
2549
+ 1274
2550
+ şu anda fabrikada yetmiş dört işçi çalışıyor
2551
+ 1275
2552
+ temel sorumlu onlar
2553
+ 1276
2554
+ bugünse türkiyenin çıkarları çok daha karışık
2555
+ 1277
2556
+ paniğe gerek yok
2557
+ 1278
2558
+ tebrikler
2559
+ 1279
2560
+ ancak bütçe sorunları engel teşkil edebilir
2561
+ 1280
2562
+ muhalif basın ve muhalefet partileri var
2563
+ 1281
2564
+ ölenlerin üçü makedon vatandaşı
2565
+ 1282
2566
+ olayda yaralanan olmadı
2567
+ 1283
2568
+ teliasonera şirketin yüzde otuz yedisinin sahibi
2569
+ 1284
2570
+ kadınlar cuma namazına katılabilir mi
2571
+ 1285
2572
+ peki bu iki ülkede ekonomi ne durumda
2573
+ 1286
2574
+ bunda mesafelerin yakın olmasının da payı büyük
2575
+ 1287
2576
+ taçi emekli aylıklarına da zam sözü verdi
2577
+ 1288
2578
+ sergi bir nisana kadar açık kalacak
2579
+ 1289
2580
+ görünüm durağan
2581
+ 1290
2582
+ bu arada ddik de önceki sözlerini tekrarladı
2583
+ 1291
2584
+ aramalardan şu ana kadar bir sonuç alınamadı
2585
+ 1292
2586
+ grup eyaletin kesin statüsü konusunda rahat
2587
+ 1293
2588
+ ordu kente girerse kaçabilirler
2589
+ 1294
2590
+ gerçekten harikaydı
2591
+ 1295
2592
+ bizim kosovalılar olarak kendi yasalarımız var
2593
+ 1296
2594
+ kuyruklar daha da uzayacak
2595
+ 1297
2596
+ bu önlemlerin bazıları şimdiden alındı
2597
+ 1298
2598
+ baraj sulama için gerekli suyu sağlayacak
2599
+ 1299
2600
+ peki ya yerli halk
2601
+ 1300
2602
+ bu büyük bir ilerleme
2603
+ 1301
2604
+ acaba ülke moskovadan gelecek destek konusunda gereğinden fazla umut besliyor olabilir mi
2605
+ 1302
2606
+ rugovizm nedir
2607
+ 1303
2608
+ çoğunluk bundan şüphe duyuyor
2609
+ 1304
2610
+ bu bizim sorumluluklarımızdan biri
2611
+ 1305
2612
+ tekne bin dokuz yüz yetmiş dokuz yılında tekrar tasarlanmıştı
2613
+ 1306
2614
+ bu mesaj da anayasa taslağına eklendi
2615
+ 1307
2616
+ saldırının sorumluluğunu henüz üstlenen olmadı
2617
+ 1308
2618
+ hakemler bir dolu hata acemi hataları yaptılar
2619
+ 1309
2620
+ özelleştirme fonu beş yüz yirmi milyon avroya ulaştı
2621
+ 1310
2622
+ projenin maliyeti kırk bir milyon avro
2623
+ 1311
2624
+ seçimlere toplam dört ittifak katılıyor
2625
+ 1312
2626
+ etkinliğe yüz yedi ülkeden toplam beş yüz yetmiş üç öğrenci katıldı
2627
+ 1313
2628
+ atina hareketi memnuniyetle karşıladı
2629
+ 1314
2630
+ janiç cumartesi günü madalya için yarışacak
2631
+ 1315
2632
+ sahiden öyle mi
2633
+ 1316
2634
+ kurallar kamptan kampa değişiyor gibi görünüyor
2635
+ 1317
2636
+ fakat bunların çoğu gezilerini iptal ettiler
2637
+ 1318
2638
+ kardeşi muhamed liseye gidiyordu
2639
+ 1319
2640
+ uzmanlara göre aksi takdirde hız kaybedilebilir
2641
+ 1320
2642
+ zafer türkiye ile oynanan finallerde geldi
2643
+ 1321
2644
+ peki devlet kurma sürecinin hangi aşamasına gelindi
2645
+ 1322
2646
+ tesise yaklaşık altmış milyon avro yatırım yapıldı
2647
+ 1323
2648
+ araç geri verilmedi
2649
+ 1324
2650
+ bugüne kadar bunu sadece dokuz ülke yaptı
2651
+ 1325
2652
+ üniversite idaresi de aynı bölgede yer alıyordu
2653
+ 1326
2654
+ bu bile başlı başına bir başarı
2655
+ 1327
2656
+ bu oran iki bin dört yılında yüzde altmış yedi idi
2657
+ 1328
2658
+ tesis balkanlardaki en büyük su parkı olacak
2659
+ 1329
2660
+ halkın baskısı oldukça yüksek
2661
+ 1330
2662
+ bu yıl söz konusu rakam ikiye katlanacak
2663
+ 1331
2664
+ gelecekteki gelişmeleri arnavut dış politikasının bakış açısından nasıl görüyorsunuz
2665
+ 1332
2666
+ üç sporcu birçok sırpın gözünde kahraman oldu
2667
+ 1333
2668
+ endeks gün sonunda yüzde üç virgül doksan üç oranında düştü
2669
+ 1334
2670
+ bundan önce ülke yüz yirmi üç belediyeye bölünmüştü
2671
+ 1335
2672
+ i̇kincisiyse kredi toplamının yarısını karşılıyor
2673
+ 1336
2674
+ kaynattıktan sonra suyu atın
2675
+ 1337
2676
+ bu da oldukça cesaret verici
2677
+ 1338
2678
+ hatta bazılarına göre bir efsanesiniz
2679
+ 1339
2680
+ sefer her iki yöne de üç ila dört saat sürüyor
2681
+ 1340
2682
+ bunlar faşist
2683
+ 1341
2684
+ sunnyside park dışarıdan oldukça iyi görünüyor
2685
+ 1342
2686
+ davanın pazartesi günü açılması gerekiyordu
2687
+ 1343
2688
+ ben çok okurum
2689
+ 1344
2690
+ bu durum ülkeyi aşırılık yanlılarının hedefi haline getirebilir mi
2691
+ 1345
2692
+ biletler yirmi yedi martta satışa çıkacak
2693
+ 1346
2694
+ fakat bu umutlar boşa çıktı
2695
+ 1347
2696
+ fakat süreci geciktiren iki etken oldu
2697
+ 1348
2698
+ etnik ayrılıkların parçaladığı bir ülkede gerçek anlamda bir etnik çoğulluk mümkün mü
2699
+ 1349
2700
+ muhalefet geri adım attı ve anlaşma sağlanamadı
2701
+ 1350
2702
+ fakat bu konuda da çeşitli engeller söz konusu
2703
+ 1351
2704
+ bunun gibi sorunlar uzlaşmayla çözülmelidir
2705
+ 1352
2706
+ babanızın kariyerinin bunda bir etkisi oldu mu
2707
+ 1353
2708
+ yeni süre on dört ekimde sona erecek
2709
+ 1354
2710
+ bunlar haberden ziyade kısa birer film gibiydi
2711
+ 1355
2712
+ siparişin bedeli kırk milyon avro olacak
2713
+ 1356
2714
+ sizce çözüm için umut var mı
2715
+ 1357
2716
+ yine de riskler var
2717
+ 1358
2718
+ ovcara davası dokuz mart iki bin dörtte başladı
2719
+ 1359
2720
+ taçi dışarıya olumlu bir görünüm yansıttı
2721
+ 1360
2722
+ soğuk savaşın sonundan bu yana devam ediyor
2723
+ 1361
2724
+ satın alınan hisse miktarı açıklanmadı
2725
+ 1362
2726
+ proje önümüzdeki yirmi dört ay içinde hayata geçirilecek
2727
+ 1363
2728
+ katılım oranı yüzde yetmiş olarak gerçekleşti
2729
+ 1364
2730
+ sürekli bir korku içinde yaşıyoruz
2731
+ 1365
2732
+ ancak yeni tarzdan herkes memnun değil
2733
+ 1366
2734
+ başsavcı bir süredir çekişmelere konu oluyor
2735
+ 1367
2736
+ lisanslar on beş yıl süreli olacak
2737
+ 1368
2738
+ ancak bu tarihten beri momentum tekrar durdu
2739
+ 1369
2740
+ bu sefer beklentiler geçen seferlerden yüksek
2741
+ 1370
2742
+ önce çok yavaş başlar ardından hızlanırız
2743
+ 1371
2744
+ ankete katılan herkese teşekkür ederiz
2745
+ 1372
2746
+ misyonlar tam olarak belirlenmedi
2747
+ 1373
2748
+ örneğin domuz eti fiyatları yüzde on arttı
2749
+ 1374
2750
+ yine teknolojiye güvenip olanlara kayıtsız kalmak mümkün mü
2751
+ 1375
2752
+ sayısız evcil hayvan telef oldu
2753
+ 1376
2754
+ moldova ise gözlemci statüsünde
2755
+ 1377
2756
+ yarışmaya yirmi yedi ülkeden şarkıcılar katıldı
2757
+ 1378
2758
+ i̇nsanlar bekliyor
2759
+ 1379
2760
+ moreno godoy para aklamakla da suçlanıyor
2761
+ 1380
2762
+ kosmocell lisans için seksen bir milyon avro ödeyecek
2763
+ 1381
2764
+ limana gitmek bile eğlenceli
2765
+ 1382
2766
+ bu uygulama ilk kez yapılmiyor
2767
+ 1383
2768
+ şimdiyse iki yakamızı zor bir araya getiriyoruz
2769
+ 1384
2770
+ projenin tahmini maliyeti yüz doksan milyon avro
2771
+ 1385
2772
+ ardından işyeri sorunu geliyor
2773
+ 1386
2774
+ birlikte yine harika vakit geçirdik
2775
+ 1387
2776
+ artık kimseye zarar veremezler
2777
+ 1388
2778
+ herkes buna şahittir
2779
+ 1389
2780
+ sizce diplomatik ilişkiler ne zaman kurulur
2781
+ 1390
2782
+ depremde ölen oldugu yolunda haber alinmadi
2783
+ 1391
2784
+ bu ayinle ilgili olarak ne düşünüyorsunuz
2785
+ 1392
2786
+ fakat görevinin kendisine uydurulması gerekiyor
2787
+ 1393
2788
+ yine de durum o kadar da kötü değil
2789
+ 1394
2790
+ yaşam boyu eğitim olgusu desteklenmeli
2791
+ 1395
2792
+ un su ve tuzu karıştırın
2793
+ 1396
2794
+ hiçbir zaman belli bir örneği takip etmedim
2795
+ 1397
2796
+ satıcılar açıkgöz ve deneyimli
2797
+ 1398
2798
+ ancak yine de işler kolay olmamış
2799
+ 1399
2800
+ i̇ki taraf taban tabana zıt tutumlar benimsiyor
2801
+ 1400
2802
+ babalar mahkemede de aynı muameleyi görüyor
2803
+ 1401
2804
+ i̇şsizlik oranı yüzde kırk üçlerde dolaşıyor
2805
+ 1402
2806
+ katliam devam etti
2807
+ 1403
2808
+ genel başkanlık seçimi on bir kasımda yapılacak
2809
+ 1404
2810
+ türkler terör olaylarına son derece aşinalar
2811
+ 1405
2812
+ çin ayı piyasasında boğa performansı sergiliyor
2813
+ 1406
2814
+ yetkililer silahları hala geri alamadılar
2815
+ 1407
2816
+ baba kapıyı açar ve tüm aileyi içeri davet eder
2817
+ 1408
2818
+ temmuzda iki büyük rock etkinliği daha var
2819
+ 1409
2820
+ gon yedi plus partisine ise dört bakanlık verilecek
2821
+ 1410
2822
+ tihiç dört yıl daha görevde kalacak
2823
+ 1411
2824
+ ama artık durum daha iyi
2825
+ 1412
2826
+ bu kitabı yazma fikri nerden aklınıza geldi
2827
+ 1413
2828
+ gündemde karşılıklı siyasi işbirliği de yer aldı
2829
+ 1414
2830
+ balkanlar yaşanan bu felakete anında yanıt verdi
2831
+ 1415
2832
+ hayal kuruyor değiliz
2833
+ 1416
2834
+ sonrasında ilgili müdür bu listeden atanacak
2835
+ 1417
2836
+ karasu buna katılmıyor
2837
+ 1418
2838
+ kürtçe türkiyede bin dokuz yüz doksan bir yılında yasaklanmıştı
2839
+ 1419
2840
+ çocuklarını geri kabul ediyorlar mı
2841
+ 1420
2842
+ bu grupların büyüklükleri nedir bu gruplar etrafındaki insanların sayısı aşağı yukarı ne kadardır
2843
+ 1421
2844
+ yabancı diplomatlar da ekipte yer aldı
2845
+ 1422
2846
+ lafı ağzımızda gevelemeyeceğiz
2847
+ 1423
2848
+ evetse bu sürecin arkasındaki itici güçler neler
2849
+ 1424
2850
+ şimdi aynı denklemi düşünme sırası pekinde
2851
+ 1425
2852
+ makedonyada isim meselesi kızışıyor
2853
+ 1426
2854
+ yeteri kadar isteklilik veya beceri yok
2855
+ 1427
2856
+ noel babaya inanıyorlar
2857
+ 1428
2858
+ i̇lişkileri etkileyen birkaç sorun var
2859
+ 1429
2860
+ yine de hakem kararları bir felaketti
2861
+ 1430
2862
+ ancak siyasi rakipleri aynı fikirde değil
2863
+ 1431
2864
+ parun şu anda otobiyografisi üzerinde çalışıyor
2865
+ 1432
2866
+ pliva adını ve markasını koruyacak
2867
+ 1433
2868
+ şimdilerde ise sektörde bir canlanma yaşanıyor
2869
+ 1434
2870
+ bu da özelleştirme gelirlerinden karşılanacak
2871
+ 1435
2872
+ sahil köy evleriyle çevrilmiş durumda
2873
+ 1436
2874
+ arnavutluk terörle mücadele çabalarını artırıyor
2875
+ 1437
2876
+ çok sayıda yorumcu da buna katılıyor
2877
+ 1438
2878
+ bu değişim aslında bir çeşit yeni osmanlıcılık akımının bir sonucu mu
2879
+ 1439
2880
+ eylül iki bin birde yeni bir yarışma yapıldı
2881
+ 1440
2882
+ türkiye tek başına başarabilir mi
2883
+ 1441
2884
+ ancak krediyi kimin vereceği henüz belli değil
2885
+ 1442
2886
+ papadopulos yetmiş dört yaşındaydı
2887
+ 1443
2888
+ partinin genel başkan yardımcısı da bir kadın
2889
+ 1444
2890
+ kosova seksenden fazla ülke tarafından tanınıyor
2891
+ 1445
2892
+ benim için anlamı büyüktür
2893
+ 1446
2894
+ festivale on altı ülkeden yaklaşık iki yüz kişi katılıyor
2895
+ 1447
2896
+ diğer bölgelerde katılım göstermeye hazır mısınız
2897
+ 1448
2898
+ özellikle endişe yaratan bir sektör tarım
2899
+ 1449
2900
+ üzerini örtün ve kabarmaya bırakın
2901
+ 1450
2902
+ düveler
2903
+ 1451
2904
+ başka yolu kesinlikle yoktur
2905
+ 1452
2906
+ bundan önceyse ekonomi bakanlığı görevindeydi
2907
+ 1453
2908
+ yazarın ülkesinde karışık tepkiler geldi
2909
+ 1454
2910
+ fırtınalar bölge genelinde sorunlara yol açtı
2911
+ 1455
2912
+ ancak bu sporcular sırbistan adına yarışacaklar
2913
+ 1456
2914
+ karadziçi kimin oynayacağı henüz belli değil
2915
+ 1457
2916
+ oylamanın nisan ayında olması bekleniyor
2917
+ 1458
2918
+ çekimlere iki bin on birde başlayacağız
2919
+ 1459
2920
+ programda on ülkeden toplam on bir film yarıştı
2921
+ 1460
2922
+ suçun vahşiliği ülkeyi şok etti
2923
+ 1461
2924
+ yapılanlar her açıdan çok başarılıydı
2925
+ 1462
2926
+ bu konuda gerçek nedir
2927
+ 1463
2928
+ hiç bir müslüman aile bulamazsınız
2929
+ 1464
2930
+ bunların ilki bir stadyum dolusu bilet satmaktı
2931
+ 1465
2932
+ vatandaş her gün aç
2933
+ 1466
2934
+ bu girişiminde mahkemenin karşılaştığı en büyük güçlük ne oldu
2935
+ 1467
2936
+ bu alanda bir aksama mı var
2937
+ 1468
2938
+ bu olayı bir dizi soruşturma izledi
2939
+ 1469
2940
+ bakanlık da buna katılıyor
2941
+ 1470
2942
+ gelecekte ne olacağını hangimiz bilebilir ki
2943
+ 1471
2944
+ fakat bu gerçeklerle uyuşmuyor
2945
+ 1472
2946
+ futbolda neler olacağını ise kestirmek zor
2947
+ 1473
2948
+ yerel halkın bu polislere olan tepkisi nasıldı
2949
+ 1474
2950
+ lidra bir veresiye defteri tutuyor
2951
+ 1475
2952
+ sırbistan için yeni bir yol ayrımı mı
2953
+ 1476
2954
+ şu an bu konuda gelinen aşama nedir
2955
+ 1477
2956
+ esat berişa buna bir örnek
2957
+ 1478
2958
+ sonuç elde etmek zorundayız
2959
+ 1479
2960
+ riceın sözleri bir
2961
+ 1480
2962
+ kampın nüfusu aylar önce bin sekiz yüze ulaşmıştı
2963
+ 1481
2964
+ sofralarıysa çok lezzetli yemeklerle dolu
2965
+ 1482
2966
+ i̇htilaf bugüne dek kırk binden fazla can aldı
2967
+ 1483
2968
+ ancak sırpların hepsi değişikliği kabul etmiyor
2969
+ 1484
2970
+ harekatın on bir gün sürmesi planlanıyordu
2971
+ 1485
2972
+ steinerın yerine bir cok kisinin adi geciyor
2973
+ 1486
2974
+ fakat herşey yolunda gidiyor
2975
+ 1487
2976
+ şimdi ise herşey yerine oturuyor
2977
+ 1488
2978
+ bu işbirliği o günden bu yana sürekli büyüdü
2979
+ 1489
2980
+ göçmenlerden bin ila bin beş yüz avro para alınıyordu
2981
+ 1490
2982
+ peki sizin partinizin bu konudaki görüşü nedir
2983
+ 1491
2984
+ bu yılki festival yirmi sekiz şubatta sona eriyor
2985
+ 1492
2986
+ i̇şi tamamlamak için daha fazla para gerekiyor
2987
+ 1493
2988
+ belgede yargıya da değinildi
2989
+ 1494
2990
+ önümüzde hiçbir yükselme veya iyi haber yok
2991
+ 1495
2992
+ artık hareket geçme zamanı gelmişti
2993
+ 1496
2994
+ etkinlik yirmi beş ekime kadar sürecek
2995
+ 1497
2996
+ olimpiyatlara hazır olmadığımı söyleyemem
2997
+ 1498
2998
+ abonelere üç farklı ödeme planı sunuluyor
2999
+ 1499
3000
+ makedonyada yaygın bir hayal kırıklığı yaşandı
3001
+ 1500
3002
+ ülke çapındaki katılım beş bini geçmedi
3003
+ 1501
3004
+ bu işbirliğine dayalı bir ortaklık mı
3005
+ 1502
3006
+ hasan tercüman olarak çalışmaya devam etti
3007
+ 1503
3008
+ çok hızlı dil öğrenmiş ve uyuşturucuya alışmış
3009
+ 1504
3010
+ bu koalisyon konusunda ne kadar rahatsınız
3011
+ 1505
3012
+ ancak eylemin siyasi boyutu da var mıydı
3013
+ 1506
3014
+ avrupa komisyonu anlaşmaya yeşil ışık yaktı
3015
+ 1507
3016
+ i̇nsan ne yapar
3017
+ 1508
3018
+ bu alandaki avrupa ortalaması ise yüzde doksan yedi
3019
+ 1509
3020
+ her bir firma günde iki virgül otuz iki kwh elektrik sağlayacak
3021
+ 1510
3022
+ dev farklar yaratabilirsiniz
3023
+ 1511
3024
+ çok sayıda ülke ileri yönde dev adımlar attı
3025
+ 1512
3026
+ cuma günü eski başbakan parlamentoya seslendi
3027
+ 1513
3028
+ yerel basın haberi müjdeledi
3029
+ 1514
3030
+ bunları sonsuza dek hoş görmeyeceğimiz kesin
3031
+ 1515
3032
+ buna kimsenin hakkı yoktur
3033
+ 1516
3034
+ davaya dokuz martta devam edilmesine karar verildi
3035
+ 1517
3036
+ her iki ülke de ganiçin iadesini istiyor
3037
+ 1518
3038
+ yeni tutuklamalar gelebilir
3039
+ 1519
3040
+ söz konusu bütçeye eğitim çalışmaları da dahil
3041
+ 1520
3042
+ bunu başkaları da izleyecek
3043
+ 1521
3044
+ meclisin görev süresi mart ayında sona erdi
3045
+ 1522
3046
+ bu sürecin en az iki yıl sürmesi bekleniyor
3047
+ 1523
3048
+ sıcak hava radikal destekçilerini durduramadı
3049
+ 1524
3050
+ türk dış siyaseti yön mü değiştiriyor
3051
+ 1525
3052
+ uçuş planı dediğimiz şey budur
3053
+ 1526
3054
+ bu yeni bir baskı biçimi midir
3055
+ 1527
3056
+ tabii ki riskler var
3057
+ 1528
3058
+ kosovadaki yolsuzlukla mücadeleye siyaset karışıyor mu
3059
+ 1529
3060
+ bu rekabet kültürünü artıracaktır
3061
+ 1530
3062
+ balkan ülkeleri vizesiz rejime nasıl tepki gösteriyor
3063
+ 1531
3064
+ seçmen kaydı da başka bir sorun
3065
+ 1532
3066
+ herkes de iyimser değil
3067
+ 1533
3068
+ i̇ki güvenlik kontrolünden geçtik
3069
+ 1534
3070
+ savaş rüzgarları kuzeyden hızla yayıldı
3071
+ 1535
3072
+ fakat bu anlaşmanın bazı yükümlülükleri de var
3073
+ 1536
3074
+ bu durumun sağlık üzerindeki etkisi büyük
3075
+ 1537
3076
+ daha önce böyle bir ifade kullanılmamıştı
3077
+ 1538
3078
+ toplam mal varlığı iki yüz seksen sekiz milyon avro civarında
3079
+ 1539
3080
+ liderliğinizi uygulayın
3081
+ 1540
3082
+ librescu geride eşi marlena ve iki oğul bıraktı
3083
+ 1541
3084
+ fakat gösterinin yıldızı erken havlu attı
3085
+ 1542
3086
+ makedonya son yıllarda bilime büyük önem veriyor
3087
+ 1543
3088
+ bu zıt güçleri dengelemekse hiç de kolaylaşmıyor
3089
+ 1544
3090
+ önerinin içeriği süpriz olmadı
3091
+ 1545
3092
+ çinli yibing chen altında madalyanın sahibi oldu
3093
+ 1546
3094
+ türkiyede turizm iki bin yedi yılında tırmanışa geçti
3095
+ 1547
3096
+ bu arabalar yakında dünya sahnesine çıkacaklar
3097
+ 1548
3098
+ bu sınırlamalar nisan ayında yürürlüğe girecek
3099
+ 1549
3100
+ grup üyesi birçok kişi tutuklandı
3101
+ 1550
3102
+ üzerimde düz bir gömlek ve kep vardı
3103
+ 1551
3104
+ olağanüstü oynadığımızı söyleyemem
3105
+ 1552
3106
+ kosova zengin turta çeşitleriyle de tanınıyor
3107
+ 1553
3108
+ fehmiu kosovada doğmuştu
3109
+ 1554
3110
+ türkiye ile çok iyi geleneksel ilişkiler var
3111
+ 1555
3112
+ çocuğumuz olsa ne yapacaktık
3113
+ 1556
3114
+ artık bu kesinlikle kader maçı olacak
3115
+ 1557
3116
+ yeni yapı iki bin on bir baharı civarında kesinleşecek
3117
+ 1558
3118
+ turnuvaya kırk bir ülkeden toplam iki yüz sekiz boksör katıldı
3119
+ 1559
3120
+ polis kovaçkiye ait on yedi mülkte arama yaptı
3121
+ 1560
3122
+ bu ilginin sonuçları ne oldu
3123
+ 1561
3124
+ kazanana çoğunluk oyuyla karar verilecek
3125
+ 1562
3126
+ bunun nasıl başarılabileceği konusunda herhangi bir düşünceniz var mı
3127
+ 1563
3128
+ kampüs örgütlerinin tepkileri farklı oldu
3129
+ 1564
3130
+ yunanistandaki gençlerin hepsi aynı değil
3131
+ 1565
3132
+ şimdiye kadar toplam on üç kişi gözaltına alındı
3133
+ 1566
3134
+ eski rejimin bir kurbanıyım
3135
+ 1567
3136
+ bu her zaman ve her yerde doğrudur
3137
+ 1568
3138
+ bu kural kosova için de geçerlidir
3139
+ 1569
3140
+ bu ne derece zor oldu ve kosova makamlarının bu davalardaki işbirliği nasıldı
3141
+ 1570
3142
+ belgrad zor bir görevle karşı karşıya
3143
+ 1571
3144
+ geri dönüşüm makinesi çok amaçlı
3145
+ 1572
3146
+ tirlea iki bin üç yüz yirmi dörtlük bir derece yaptı
3147
+ 1573
3148
+ makedonya bin dokuz yüz doksan yedi yılından beri bankaya üye
3149
+ 1574
3150
+ etkinliğin bu yılki ortak ülkesi türkiye idi
3151
+ 1575
3152
+ ankette bin iki yüz elli beş vatandaşın görüşleri alındı
3153
+ 1576
3154
+ bulgaristanda şimdiye kadar vaka bildirilmedi
3155
+ 1577
3156
+ ancak planları tutmadı
3157
+ 1578
3158
+ bu oldukça pis bir iş ama neticede iş
3159
+ 1579
3160
+ toplam yirmi beş milyon avroluk yatırım yapıldı
3161
+ 1580
3162
+ bu hiç de kolay olmadı
3163
+ 1581
3164
+ her ikisi de kırk yedi puan aldılar
3165
+ 1582
3166
+ kosteliçin üç olimpiyat şampiyonluğu bulunuyor
3167
+ 1583
3168
+ meta bu önerileri reddediyor
3169
+ 1584
3170
+ bu konuda yapılmış pek çok şey var
3171
+ 1585
3172
+ bu yıl farklı
3173
+ 1586
3174
+ parlamento paketi mayıs ayı ortasında oylayacak
3175
+ 1587
3176
+ avusturya rodostan sonra ikinci geldi
3177
+ 1588
3178
+ akşama doğru kuzu hazır hale gelir
3179
+ 1589
3180
+ arnavutlukun üyelik daveti alması ülkede yankı uyandırdı mı
3181
+ 1590
3182
+ günümüz sırbistanı da bu yaklaşımı devraldı
3183
+ 1591
3184
+ roman çocuklar bu durumdan özellikle etkileniyor
3185
+ 1592
3186
+ bu katılım makedonyanın kara para aklama ile mücadelesine nasıl yardımcı olacak
3187
+ 1593
3188
+ çocuk bin dokuz yüz doksan dokuz yılında satıldığında üç yaşındaydı
3189
+ 1594
3190
+ kosova ve otuz altı ülkenin on dördü yorumlarını sundular
3191
+ 1595
3192
+ reformları uygulamak için çok çalışmalıyız
3193
+ 1596
3194
+ grguriç çocukluğundan beri bir lego hayranı
3195
+ 1597
3196
+ dodike karşı olan tavrınızda herhangi bir değişiklik oldu mu
3197
+ 1598
3198
+ credo banka birkaç yıldır güç durumdaydı
3199
+ 1599
3200
+ i̇hracat mı dediniz
3201
+ 1600
3202
+ kırmızı kartlar penaltılar ofsaytlar
3203
+ 1601
3204
+ pasiç sorunun siyasi olduğunu düşünüyor
3205
+ 1602
3206
+ ne iş olsa yaparım
3207
+ 1603
3208
+ sizce nerede yanlış yapıldı
3209
+ 1604
3210
+ sekiz
3211
+ 1605
3212
+ bunun dışındaki her şey spekülasyondur
3213
+ 1606
3214
+ bir
3215
+ 1607
3216
+ yedi
3217
+ 1608
3218
+ dört
3219
+ 1609
3220
+ i̇çerideki bölünmeler ülkenin uluslararası arenadaki görevine gölge düşürecek mi
3221
+ 1610
3222
+ üç
3223
+ 1611
3224
+ evet
3225
+ 1612
3226
+ firefox
3227
+ 1613
3228
+ dokuz
3229
+ 1614
3230
+ hayır
3231
+ 1615
3232
+ beş
3233
+ 1616
3234
+ seferler haziran ayında başlıyor
3235
+ 1617
3236
+ denemeler başarılı geçti
3237
+ 1618
3238
+ ancak yaratığın adı basit kalırken itibarı kısa sürede oldukça karmaşık hale geldi
3239
+ 1619
3240
+ katilin basitçe canavar olarak bilinen büyük bir hayvan olduğu düşünülüyordu
3241
+ 1620
3242
+ fakat öte yandan hayatta gelişim sağlayabilmek için kendimi ne kadar çok strese soktuğumu farkediyorum
3243
+ 1621
3244
+ hayatta küçük şeyleri kovalıyor ve yine küçük şeyler için birbirimizi incitiyoruz
3245
+ 1622
3246
+ bu çok korkunç birşey
3247
+ 1623
3248
+ aslında kendimi bugün biraz karışık hissediyorum
3249
+ 1624
3250
+ bir yandan mutlu olmak için ne kadar çok sebebim olduğunu düşünüyorum
3251
+ 1625
3252
+ fakat insan beyni gelecekte gerçekleşebilecek olayların önemini kavrama konusunda yetersiz kalıyor
3253
+ 1626
3254
+ hep daha rahat konumda olabilmek için bugünlerimizi feda ediyoruz
3255
+ 1627
3256
+ başka bir nokta da özellikle iki bin yirmi pandemisinin bize gösterdiği sonuçlardan birisi
3257
+ 1628
3258
+ i̇nsan doğasının kusurundan doğan bir durum
3259
+ 1629
3260
+ aslında bizler sadece şimdiki zamanı iyi kavrayabilecek kapasiteye sahip varlıklarız
3261
+ 1630
3262
+ dünyanın insanların şimdiyi geçmişi ve geleceği nasıl daha iyi algılayabilaceklerine kafa yormasına ihtiyacı var
3263
+ 1631
3264
+ çünkü bu seferde insan beyni geçmişteki önemli olayları hatırlama konusunda yetersiz kalıyor
3265
+ 1632
3266
+ bundan dolayıdır ki haftada beş gün tam mesai çalışmak insan doğasına aykırıdır
3267
+ 1633
3268
+ bunun ihlalini normalleştirmeye çalışanlarsa maalesef bugünü yaşamayı becerememiş ve kendi doğasının farkına varamamış kişilerdir
3269
+ 1634
3270
+ pandeminin başında özellikle hijyenlerine dikkat eden insanlar şimdi corona virüsünün getirdiği korkuyu hatırlamıyorlar bile
3271
+ 1635
3272
+ bugünü yaşama hakkı en az temel insan hakları kadar önemlidir ve doğuştan gelir
3273
+ 1636
3274
+ dünyanın paraya güce veya başka bir gezegene ihtiyacı yok
3275
+ 1637
3276
+ fakat yine de kavrayabiliyormuş gibi kararlar alıyor toplantılara katılıyor geçmişle övünüyoruz
3277
+ 1638
3278
+ hey
3279
+ 1639
3280
+ iki
3281
+ 1640
3282
+ geçmişi ve geleceği kavrayamayan bir varlık
3283
+ 1641
3284
+ sıfır
3285
+ 1642
3286
+ altı
3287
+ 1643
3288
+ halbuki bu küresel ısınma bütün ülkelerin sorularından daha büyük
3289
+ 1644
3290
+ yağ satarım bal satarım ustam ölmüş ben satarım
3291
+ 1645
3292
+ hak verilmeli ki dünya çapındaki sorunlar aslında insan beyninin mekanizmaları hakkında bize oldukça aydınlatıyor
3293
+ 1646
3294
+ kendimi kendimden çıkarsam sıfır kalmaz
log_mozilla-foundation_common_voice_7_0_tr_test_predictions.txt ADDED
The diff for this file is too large to render. See raw diff
log_mozilla-foundation_common_voice_7_0_tr_test_targets.txt ADDED
The diff for this file is too large to render. See raw diff
mozilla-foundation_common_voice_7_0_tr_test_eval_results.txt ADDED
@@ -0,0 +1,2 @@
 
 
1
+ WER: 0.25910994764397904
2
+ CER: 0.12843574395309065
ngram.py ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from transformers import AutoProcessor
2
+ from transformers import Wav2Vec2ProcessorWithLM
3
+ from huggingface_hub import Repository
4
+ from pyctcdecode import build_ctcdecoder
5
+
6
+ model_name = "cahya/wav2vec2-base-turkish-artificial-cv"
7
+ processor = AutoProcessor.from_pretrained(model_name)
8
+
9
+ vocab_dict = processor.tokenizer.get_vocab()
10
+ sorted_vocab_dict = {k.lower(): v for k, v in sorted(vocab_dict.items(), key=lambda item: item[1])}
11
+
12
+ decoder = build_ctcdecoder(
13
+ labels=list(sorted_vocab_dict.keys()),
14
+ kenlm_model_path="5gram.arpa",
15
+ )
16
+
17
+ processor_with_lm = Wav2Vec2ProcessorWithLM(
18
+ feature_extractor=processor.feature_extractor,
19
+ tokenizer=processor.tokenizer,
20
+ decoder=decoder
21
+ )
22
+
23
+ #repo = Repository(local_dir="wav2vec2-base-turkish", clone_from=model_name)
24
+ processor_with_lm.save_pretrained("wav2vec2-base-turkish")
25
+ #repo.push_to_hub(commit_message="Upload lm-boosted decoder")
preprocessor_config.json CHANGED
@@ -4,7 +4,6 @@
4
  "feature_size": 1,
5
  "padding_side": "right",
6
  "padding_value": 0.0,
7
- "processor_class": "Wav2Vec2ProcessorWithLM",
8
  "return_attention_mask": true,
9
  "sampling_rate": 16000
10
  }
4
  "feature_size": 1,
5
  "padding_side": "right",
6
  "padding_value": 0.0,
 
7
  "return_attention_mask": true,
8
  "sampling_rate": 16000
9
  }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8c26dc555652924053d8702dadd345b7bbb2f43402b4983283e75c9983445541
3
- size 377700076
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:87ed64c4770bf4036b2c09cab7364843faa7b62d2883d9a3a8687b4aef02017b
3
+ size 377694615
run-small.sh ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ python run_speech_recognition_ctc.py \
2
+ --dataset_name="common_voice" \
3
+ --model_name_or_path="cahya/wav2vec2-base-turkish-artificial-cv" \
4
+ --dataset_config_name="tr" \
5
+ --output_dir="./output" \
6
+ --overwrite_output_dir \
7
+ --max_steps="100" \
8
+ --per_device_train_batch_size="2" \
9
+ --learning_rate="3e-6" \
10
+ --save_total_limit="1" \
11
+ --evaluation_strategy="steps" \
12
+ --text_column_name="sentence" \
13
+ --length_column_name="input_length" \
14
+ --save_steps="5" \
15
+ --layerdrop="0.0" \
16
+ --freeze_feature_encoder \
17
+ --gradient_checkpointing \
18
+ --fp16=false \
19
+ --group_by_length \
20
+ --push_to_hub \
21
+ --use_auth_token \
22
+ --do_train --do_eval
run.sh ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ python run_speech_recognition_ctc.py \
2
+ --dataset_name="common_voice" \
3
+ --model_name_or_path="cahya/wav2vec2-base-turkish-artificial-cv" \
4
+ --dataset_config_name="tr" \
5
+ --output_dir="./" \
6
+ --overwrite_output_dir \
7
+ --num_train_epochs="5" \
8
+ --per_device_train_batch_size="6" \
9
+ --per_device_eval_batch_size="2" \
10
+ --gradient_accumulation_steps="4" \
11
+ --learning_rate="7.5e-6" \
12
+ --warmup_steps="2000" \
13
+ --length_column_name="input_length" \
14
+ --evaluation_strategy="steps" \
15
+ --text_column_name="sentence" \
16
+ --save_steps="500" \
17
+ --eval_steps="500" \
18
+ --logging_steps="100" \
19
+ --layerdrop="0.0" \
20
+ --activation_dropout="0.1" \
21
+ --save_total_limit="3" \
22
+ --freeze_feature_encoder \
23
+ --feat_proj_dropout="0.0" \
24
+ --mask_time_prob="0.75" \
25
+ --mask_time_length="10" \
26
+ --mask_feature_prob="0.25" \
27
+ --mask_feature_length="64" \
28
+ --gradient_checkpointing \
29
+ --use_auth_token \
30
+ --fp16=false \
31
+ --group_by_length \
32
+ --do_train=true \
33
+ --do_eval=true \
34
+ --push_to_hub \
35
+ --chars_to_ignore , ? . ! \; \: \"\" \% \' \" \' \' \` … \’ » « \‘ '“' '”' � é û
run_speech_recognition_ctc.py ADDED
@@ -0,0 +1,748 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env python
2
+ # coding=utf-8
3
+ # Copyright 2021 The HuggingFace Inc. team. All rights reserved.
4
+ #
5
+ # Licensed under the Apache License, Version 2.0 (the "License");
6
+ # you may not use this file except in compliance with the License.
7
+ # You may obtain a copy of the License at
8
+ #
9
+ # http://www.apache.org/licenses/LICENSE-2.0
10
+ #
11
+ # Unless required by applicable law or agreed to in writing, software
12
+ # distributed under the License is distributed on an "AS IS" BASIS,
13
+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14
+ # See the License for the specific language governing permissions and
15
+
16
+ """ Fine-tuning a 🤗 Transformers CTC model for automatic speech recognition"""
17
+
18
+ import functools
19
+ import json
20
+ import logging
21
+ import os
22
+ import re
23
+ import sys
24
+ import warnings
25
+ from dataclasses import dataclass, field
26
+ from typing import Dict, List, Optional, Union
27
+
28
+ import datasets
29
+ import numpy as np
30
+ import torch
31
+ from datasets import DatasetDict, load_dataset, load_metric
32
+
33
+ import transformers
34
+ from transformers import (
35
+ AutoConfig,
36
+ AutoFeatureExtractor,
37
+ AutoModelForCTC,
38
+ AutoProcessor,
39
+ AutoTokenizer,
40
+ HfArgumentParser,
41
+ Trainer,
42
+ TrainingArguments,
43
+ Wav2Vec2Processor,
44
+ set_seed,
45
+ )
46
+ from transformers.trainer_utils import get_last_checkpoint, is_main_process
47
+ from transformers.utils import check_min_version
48
+ from transformers.utils.versions import require_version
49
+
50
+
51
+ # Will error if the minimal version of Transformers is not installed. Remove at your own risks.
52
+ check_min_version("4.17.0.dev0")
53
+
54
+ require_version("datasets>=1.13.3", "To fix: pip install -r examples/pytorch/text-classification/requirements.txt")
55
+
56
+
57
+ logger = logging.getLogger(__name__)
58
+
59
+
60
+ def list_field(default=None, metadata=None):
61
+ return field(default_factory=lambda: default, metadata=metadata)
62
+
63
+
64
+ @dataclass
65
+ class ModelArguments:
66
+ """
67
+ Arguments pertaining to which model/config/tokenizer we are going to fine-tune from.
68
+ """
69
+
70
+ model_name_or_path: str = field(
71
+ metadata={"help": "Path to pretrained model or model identifier from huggingface.co/models"}
72
+ )
73
+ tokenizer_name_or_path: Optional[str] = field(
74
+ default=None,
75
+ metadata={"help": "Path to pretrained tokenizer or tokenizer identifier from huggingface.co/models"},
76
+ )
77
+ cache_dir: Optional[str] = field(
78
+ default=None,
79
+ metadata={"help": "Where do you want to store the pretrained models downloaded from huggingface.co"},
80
+ )
81
+ freeze_feature_encoder: bool = field(
82
+ default=True, metadata={"help": "Whether to freeze the feature encoder layers of the model."}
83
+ )
84
+ attention_dropout: float = field(
85
+ default=0.0, metadata={"help": "The dropout ratio for the attention probabilities."}
86
+ )
87
+ activation_dropout: float = field(
88
+ default=0.0, metadata={"help": "The dropout ratio for activations inside the fully connected layer."}
89
+ )
90
+ feat_proj_dropout: float = field(default=0.0, metadata={"help": "The dropout ratio for the projected features."})
91
+ hidden_dropout: float = field(
92
+ default=0.0,
93
+ metadata={
94
+ "help": "The dropout probability for all fully connected layers in the embeddings, encoder, and pooler."
95
+ },
96
+ )
97
+ final_dropout: float = field(
98
+ default=0.0,
99
+ metadata={"help": "The dropout probability for the final projection layer."},
100
+ )
101
+ mask_time_prob: float = field(
102
+ default=0.05,
103
+ metadata={
104
+ "help": "Probability of each feature vector along the time axis to be chosen as the start of the vector"
105
+ "span to be masked. Approximately ``mask_time_prob * sequence_length // mask_time_length`` feature"
106
+ "vectors will be masked along the time axis."
107
+ },
108
+ )
109
+ mask_time_length: int = field(
110
+ default=10,
111
+ metadata={"help": "Length of vector span to mask along the time axis."},
112
+ )
113
+ mask_feature_prob: float = field(
114
+ default=0.0,
115
+ metadata={
116
+ "help": "Probability of each feature vector along the feature axis to be chosen as the start of the vector"
117
+ "span to be masked. Approximately ``mask_feature_prob * sequence_length // mask_feature_length`` feature bins will be masked along the time axis."
118
+ },
119
+ )
120
+ mask_feature_length: int = field(
121
+ default=10,
122
+ metadata={"help": "Length of vector span to mask along the feature axis."},
123
+ )
124
+ layerdrop: float = field(default=0.0, metadata={"help": "The LayerDrop probability."})
125
+ ctc_loss_reduction: Optional[str] = field(
126
+ default="mean", metadata={"help": "The way the ctc loss should be reduced. Should be one of 'mean' or 'sum'."}
127
+ )
128
+
129
+
130
+ @dataclass
131
+ class DataTrainingArguments:
132
+ """
133
+ Arguments pertaining to what data we are going to input our model for training and eval.
134
+
135
+ Using `HfArgumentParser` we can turn this class
136
+ into argparse arguments to be able to specify them on
137
+ the command line.
138
+ """
139
+
140
+ dataset_name: str = field(
141
+ metadata={"help": "The configuration name of the dataset to use (via the datasets library)."}
142
+ )
143
+ dataset_config_name: str = field(
144
+ default=None, metadata={"help": "The configuration name of the dataset to use (via the datasets library)."}
145
+ )
146
+ train_split_name: str = field(
147
+ default="train+validation",
148
+ metadata={
149
+ "help": "The name of the training data set split to use (via the datasets library). Defaults to 'train'"
150
+ },
151
+ )
152
+ eval_split_name: str = field(
153
+ default="test",
154
+ metadata={
155
+ "help": "The name of the training data set split to use (via the datasets library). Defaults to 'test'"
156
+ },
157
+ )
158
+ audio_column_name: str = field(
159
+ default="audio",
160
+ metadata={"help": "The name of the dataset column containing the audio data. Defaults to 'audio'"},
161
+ )
162
+ text_column_name: str = field(
163
+ default="text",
164
+ metadata={"help": "The name of the dataset column containing the text data. Defaults to 'text'"},
165
+ )
166
+ overwrite_cache: bool = field(
167
+ default=False, metadata={"help": "Overwrite the cached preprocessed datasets or not."}
168
+ )
169
+ preprocessing_num_workers: Optional[int] = field(
170
+ default=None,
171
+ metadata={"help": "The number of processes to use for the preprocessing."},
172
+ )
173
+ max_train_samples: Optional[int] = field(
174
+ default=None,
175
+ metadata={
176
+ "help": "For debugging purposes or quicker training, truncate the number of training examples to this "
177
+ "value if set."
178
+ },
179
+ )
180
+ max_eval_samples: Optional[int] = field(
181
+ default=None,
182
+ metadata={
183
+ "help": "For debugging purposes or quicker training, truncate the number of validation examples to this "
184
+ "value if set."
185
+ },
186
+ )
187
+ chars_to_ignore: Optional[List[str]] = list_field(
188
+ default=None,
189
+ metadata={"help": "A list of characters to remove from the transcripts."},
190
+ )
191
+ eval_metrics: List[str] = list_field(
192
+ default=["wer"],
193
+ metadata={"help": "A list of metrics the model should be evaluated on. E.g. `'wer cer'`"},
194
+ )
195
+ max_duration_in_seconds: float = field(
196
+ default=20.0,
197
+ metadata={
198
+ "help": "Filter audio files that are longer than `max_duration_in_seconds` seconds to 'max_duration_in_seconds`"
199
+ },
200
+ )
201
+ min_duration_in_seconds: float = field(
202
+ default=0.0, metadata={"help": "Filter audio files that are shorter than `min_duration_in_seconds` seconds"}
203
+ )
204
+ preprocessing_only: bool = field(
205
+ default=False,
206
+ metadata={
207
+ "help": "Whether to only do data preprocessing and skip training. "
208
+ "This is especially useful when data preprocessing errors out in distributed training due to timeout. "
209
+ "In this case, one should run the preprocessing in a non-distributed setup with `preprocessing_only=True` "
210
+ "so that the cached datasets can consequently be loaded in distributed training"
211
+ },
212
+ )
213
+ use_auth_token: bool = field(
214
+ default=False,
215
+ metadata={
216
+ "help": "If :obj:`True`, will use the token generated when running"
217
+ ":obj:`transformers-cli login` as HTTP bearer authorization for remote files."
218
+ },
219
+ )
220
+ unk_token: str = field(
221
+ default="[UNK]",
222
+ metadata={"help": "The unk token for the tokenizer"},
223
+ )
224
+ pad_token: str = field(
225
+ default="[PAD]",
226
+ metadata={"help": "The padding token for the tokenizer"},
227
+ )
228
+ word_delimiter_token: str = field(
229
+ default="|",
230
+ metadata={"help": "The word delimiter token for the tokenizer"},
231
+ )
232
+ phoneme_language: Optional[str] = field(
233
+ default=None,
234
+ metadata={
235
+ "help": "The target language that should be used be"
236
+ " passed to the tokenizer for tokenization. Note that"
237
+ " this is only relevant if the model classifies the"
238
+ " input audio to a sequence of phoneme sequences."
239
+ },
240
+ )
241
+
242
+
243
+ @dataclass
244
+ class DataCollatorCTCWithPadding:
245
+ """
246
+ Data collator that will dynamically pad the inputs received.
247
+ Args:
248
+ processor (:class:`~transformers.AutoProcessor`)
249
+ The processor used for proccessing the data.
250
+ padding (:obj:`bool`, :obj:`str` or :class:`~transformers.tokenization_utils_base.PaddingStrategy`, `optional`, defaults to :obj:`True`):
251
+ Select a strategy to pad the returned sequences (according to the model's padding side and padding index)
252
+ among:
253
+ * :obj:`True` or :obj:`'longest'`: Pad to the longest sequence in the batch (or no padding if only a single
254
+ sequence if provided).
255
+ * :obj:`'max_length'`: Pad to a maximum length specified with the argument :obj:`max_length` or to the
256
+ maximum acceptable input length for the model if that argument is not provided.
257
+ * :obj:`False` or :obj:`'do_not_pad'` (default): No padding (i.e., can output a batch with sequences of
258
+ different lengths).
259
+ max_length (:obj:`int`, `optional`):
260
+ Maximum length of the ``input_values`` of the returned list and optionally padding length (see above).
261
+ max_length_labels (:obj:`int`, `optional`):
262
+ Maximum length of the ``labels`` returned list and optionally padding length (see above).
263
+ pad_to_multiple_of (:obj:`int`, `optional`):
264
+ If set will pad the sequence to a multiple of the provided value.
265
+ This is especially useful to enable the use of Tensor Cores on NVIDIA hardware with compute capability >=
266
+ 7.5 (Volta).
267
+ """
268
+
269
+ processor: AutoProcessor
270
+ padding: Union[bool, str] = "longest"
271
+ pad_to_multiple_of: Optional[int] = None
272
+ pad_to_multiple_of_labels: Optional[int] = None
273
+
274
+ def __call__(self, features: List[Dict[str, Union[List[int], torch.Tensor]]]) -> Dict[str, torch.Tensor]:
275
+ # split inputs and labels since they have to be of different lenghts and need
276
+ # different padding methods
277
+ input_features = [{"input_values": feature["input_values"]} for feature in features]
278
+ label_features = [{"input_ids": feature["labels"]} for feature in features]
279
+
280
+ batch = self.processor.pad(
281
+ input_features,
282
+ padding=self.padding,
283
+ pad_to_multiple_of=self.pad_to_multiple_of,
284
+ return_tensors="pt",
285
+ )
286
+
287
+ with self.processor.as_target_processor():
288
+ labels_batch = self.processor.pad(
289
+ label_features,
290
+ padding=self.padding,
291
+ pad_to_multiple_of=self.pad_to_multiple_of_labels,
292
+ return_tensors="pt",
293
+ )
294
+
295
+ # replace padding with -100 to ignore loss correctly
296
+ labels = labels_batch["input_ids"].masked_fill(labels_batch.attention_mask.ne(1), -100)
297
+
298
+ batch["labels"] = labels
299
+
300
+ return batch
301
+
302
+
303
+ def create_vocabulary_from_data(
304
+ datasets: DatasetDict,
305
+ word_delimiter_token: Optional[str] = None,
306
+ unk_token: Optional[str] = None,
307
+ pad_token: Optional[str] = None,
308
+ ):
309
+ # Given training and test labels create vocabulary
310
+ def extract_all_chars(batch):
311
+ all_text = " ".join(batch["target_text"])
312
+ vocab = list(set(all_text))
313
+ return {"vocab": [vocab], "all_text": [all_text]}
314
+
315
+ print(f"dataset: {datasets}")
316
+
317
+ vocabs = datasets.map(
318
+ extract_all_chars,
319
+ batched=True,
320
+ batch_size=-1,
321
+ keep_in_memory=True,
322
+ remove_columns=datasets["train"].column_names,
323
+ )
324
+
325
+ # take union of all unique characters in each dataset
326
+ vocab_set = functools.reduce(
327
+ lambda vocab_1, vocab_2: set(vocab_1["vocab"][0]) | set(vocab_2["vocab"][0]), vocabs.values()
328
+ )
329
+
330
+ vocab_dict = {v: k for k, v in enumerate(sorted(list(vocab_set)))}
331
+
332
+ # replace white space with delimiter token
333
+ if word_delimiter_token is not None:
334
+ vocab_dict[word_delimiter_token] = vocab_dict[" "]
335
+ del vocab_dict[" "]
336
+
337
+ # add unk and pad token
338
+ if unk_token is not None:
339
+ vocab_dict[unk_token] = len(vocab_dict)
340
+
341
+ if pad_token is not None:
342
+ vocab_dict[pad_token] = len(vocab_dict)
343
+
344
+ return vocab_dict
345
+
346
+
347
+ def main():
348
+ # See all possible arguments in src/transformers/training_args.py
349
+ # or by passing the --help flag to this script.
350
+ # We now keep distinct sets of args, for a cleaner separation of concerns.
351
+
352
+ parser = HfArgumentParser((ModelArguments, DataTrainingArguments, TrainingArguments))
353
+ if len(sys.argv) == 2 and sys.argv[1].endswith(".json"):
354
+ # If we pass only one argument to the script and it's the path to a json file,
355
+ # let's parse it to get our arguments.
356
+ model_args, data_args, training_args = parser.parse_json_file(json_file=os.path.abspath(sys.argv[1]))
357
+ else:
358
+ model_args, data_args, training_args = parser.parse_args_into_dataclasses()
359
+
360
+ # Detecting last checkpoint.
361
+ print("training_args.do_train:", training_args.do_train)
362
+ last_checkpoint = None
363
+ if os.path.isdir(training_args.output_dir) and training_args.do_train and not training_args.overwrite_output_dir:
364
+ last_checkpoint = get_last_checkpoint(training_args.output_dir)
365
+ if last_checkpoint is None and len(os.listdir(training_args.output_dir)) > 0:
366
+ raise ValueError(
367
+ f"Output directory ({training_args.output_dir}) already exists and is not empty. "
368
+ "Use --overwrite_output_dir to overcome."
369
+ )
370
+ elif last_checkpoint is not None:
371
+ logger.info(
372
+ f"Checkpoint detected, resuming training at {last_checkpoint}. To avoid this behavior, change "
373
+ "the `--output_dir` or add `--overwrite_output_dir` to train from scratch."
374
+ )
375
+
376
+ # Setup logging
377
+ logging.basicConfig(
378
+ format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
379
+ datefmt="%m/%d/%Y %H:%M:%S",
380
+ handlers=[logging.StreamHandler(sys.stdout)],
381
+ )
382
+ logger.setLevel(logging.INFO if is_main_process(training_args.local_rank) else logging.WARN)
383
+
384
+ # Log on each process the small summary:
385
+ logger.warning(
386
+ f"Process rank: {training_args.local_rank}, device: {training_args.device}, n_gpu: {training_args.n_gpu}"
387
+ f"distributed training: {bool(training_args.local_rank != -1)}, 16-bits training: {training_args.fp16}"
388
+ )
389
+ # Set the verbosity to info of the Transformers logger (on main process only):
390
+ if is_main_process(training_args.local_rank):
391
+ transformers.utils.logging.set_verbosity_info()
392
+ logger.info("Training/evaluation parameters %s", training_args)
393
+
394
+ # Set seed before initializing model.
395
+ set_seed(training_args.seed)
396
+
397
+ # 1. First, let's load the dataset
398
+ raw_datasets = DatasetDict()
399
+
400
+ print("do_train:", training_args.do_train)
401
+
402
+ if training_args.do_train:
403
+ print("load train")
404
+ raw_datasets["train"] = load_dataset(
405
+ data_args.dataset_name,
406
+ data_args.dataset_config_name,
407
+ split=data_args.train_split_name,
408
+ use_auth_token=data_args.use_auth_token,
409
+ )
410
+
411
+ if data_args.audio_column_name not in raw_datasets["train"].column_names:
412
+ raise ValueError(
413
+ f"--audio_column_name '{data_args.audio_column_name}' not found in dataset '{data_args.dataset_name}'. "
414
+ "Make sure to set `--audio_column_name` to the correct audio column - one of "
415
+ f"{', '.join(raw_datasets['train'].column_names)}."
416
+ )
417
+
418
+ if data_args.text_column_name not in raw_datasets["train"].column_names:
419
+ raise ValueError(
420
+ f"--text_column_name {data_args.text_column_name} not found in dataset '{data_args.dataset_name}'. "
421
+ "Make sure to set `--text_column_name` to the correct text column - one of "
422
+ f"{', '.join(raw_datasets['train'].column_names)}."
423
+ )
424
+
425
+ if data_args.max_train_samples is not None:
426
+ raw_datasets["train"] = raw_datasets["train"].select(range(data_args.max_train_samples))
427
+
428
+ if training_args.do_eval:
429
+ raw_datasets["eval"] = load_dataset(
430
+ data_args.dataset_name,
431
+ data_args.dataset_config_name,
432
+ split=data_args.eval_split_name,
433
+ use_auth_token=data_args.use_auth_token,
434
+ )
435
+
436
+ if data_args.max_eval_samples is not None:
437
+ raw_datasets["eval"] = raw_datasets["eval"].select(range(data_args.max_eval_samples))
438
+
439
+ # 2. We remove some special characters from the datasets
440
+ # that make training complicated and do not help in transcribing the speech
441
+ # E.g. characters, such as `,` and `.` do not really have an acoustic characteristic
442
+ # that could be easily picked up by the model
443
+ chars_to_ignore_regex = (
444
+ f'[{"".join(data_args.chars_to_ignore)}]' if data_args.chars_to_ignore is not None else None
445
+ )
446
+ print(f"char ignored: {data_args.chars_to_ignore} {chars_to_ignore_regex}")
447
+ text_column_name = data_args.text_column_name
448
+
449
+ def remove_special_characters(batch):
450
+ if chars_to_ignore_regex is not None:
451
+ batch["target_text"] = re.sub(chars_to_ignore_regex, "", batch[text_column_name]).lower() + " "
452
+ else:
453
+ batch["target_text"] = batch[text_column_name].lower() + " "
454
+ return batch
455
+
456
+ with training_args.main_process_first(desc="dataset map special characters removal"):
457
+ raw_datasets = raw_datasets.map(
458
+ remove_special_characters,
459
+ remove_columns=[text_column_name],
460
+ desc="remove special characters from datasets",
461
+ )
462
+
463
+ # save special tokens for tokenizer
464
+ word_delimiter_token = data_args.word_delimiter_token
465
+ unk_token = data_args.unk_token
466
+ pad_token = data_args.pad_token
467
+
468
+ # 3. Next, let's load the config as we might need it to create
469
+ # the tokenizer
470
+ # load config
471
+ config = AutoConfig.from_pretrained(
472
+ model_args.model_name_or_path, cache_dir=model_args.cache_dir, use_auth_token=data_args.use_auth_token
473
+ )
474
+
475
+ print(f"config: {config}")
476
+
477
+ # 4. Next, if no tokenizer file is defined,
478
+ # we create the vocabulary of the model by extracting all unique characters from
479
+ # the training and evaluation datasets
480
+ # We need to make sure that only first rank saves vocabulary
481
+ # make sure all processes wait until vocab is created
482
+ tokenizer_name_or_path = model_args.tokenizer_name_or_path
483
+ tokenizer_kwargs = {}
484
+ if tokenizer_name_or_path is None:
485
+ # save vocab in training output dir
486
+ tokenizer_name_or_path = training_args.output_dir
487
+
488
+ vocab_file = os.path.join(tokenizer_name_or_path, "vocab.json")
489
+
490
+ with training_args.main_process_first():
491
+ if training_args.overwrite_output_dir and os.path.isfile(vocab_file):
492
+ os.remove(vocab_file)
493
+
494
+ with training_args.main_process_first(desc="dataset map vocabulary creation"):
495
+ if not os.path.isfile(vocab_file):
496
+ os.makedirs(tokenizer_name_or_path, exist_ok=True)
497
+ vocab_dict = create_vocabulary_from_data(
498
+ raw_datasets,
499
+ word_delimiter_token=word_delimiter_token,
500
+ unk_token=unk_token,
501
+ pad_token=pad_token,
502
+ )
503
+ print(f"vocab: {vocab_dict}")
504
+
505
+ # save vocab dict to be loaded into tokenizer
506
+ with open(vocab_file, "w") as file:
507
+ json.dump(vocab_dict, file)
508
+
509
+ # if tokenizer has just been created
510
+ # it is defined by `tokenizer_class` if present in config else by `model_type`
511
+ tokenizer_kwargs = {
512
+ "config": config if config.tokenizer_class is not None else None,
513
+ "tokenizer_type": config.model_type if config.tokenizer_class is None else None,
514
+ "unk_token": unk_token,
515
+ "pad_token": pad_token,
516
+ "word_delimiter_token": word_delimiter_token,
517
+ }
518
+
519
+ # 5. Now we can instantiate the feature extractor, tokenizer and model
520
+ # Note for distributed training, the .from_pretrained methods guarantee that only
521
+ # one local process can concurrently download model & vocab.
522
+
523
+ # load feature_extractor and tokenizer
524
+ tokenizer = AutoTokenizer.from_pretrained(
525
+ tokenizer_name_or_path,
526
+ eos_token=None, bos_token=None,
527
+ use_auth_token=data_args.use_auth_token,
528
+ **tokenizer_kwargs,
529
+ )
530
+ feature_extractor = AutoFeatureExtractor.from_pretrained(
531
+ model_args.model_name_or_path, cache_dir=model_args.cache_dir, use_auth_token=data_args.use_auth_token
532
+ )
533
+
534
+ # adapt config
535
+ config.update(
536
+ {
537
+ "feat_proj_dropout": model_args.feat_proj_dropout,
538
+ "attention_dropout": model_args.attention_dropout,
539
+ "hidden_dropout": model_args.hidden_dropout,
540
+ "final_dropout": model_args.final_dropout,
541
+ "mask_time_prob": model_args.mask_time_prob,
542
+ "mask_time_length": model_args.mask_time_length,
543
+ "mask_feature_prob": model_args.mask_feature_prob,
544
+ "mask_feature_length": model_args.mask_feature_length,
545
+ "gradient_checkpointing": training_args.gradient_checkpointing,
546
+ "layerdrop": model_args.layerdrop,
547
+ "ctc_loss_reduction": model_args.ctc_loss_reduction,
548
+ "pad_token_id": tokenizer.pad_token_id,
549
+ "vocab_size": len(tokenizer),
550
+ "activation_dropout": model_args.activation_dropout,
551
+ }
552
+ )
553
+
554
+ # create model
555
+ model = AutoModelForCTC.from_pretrained(
556
+ model_args.model_name_or_path,
557
+ cache_dir=model_args.cache_dir,
558
+ config=config,
559
+ use_auth_token=data_args.use_auth_token,
560
+ )
561
+
562
+ # freeze encoder
563
+ if model_args.freeze_feature_encoder:
564
+ model.freeze_feature_encoder()
565
+
566
+ # 6. Now we preprocess the datasets including loading the audio, resampling and normalization
567
+ # Thankfully, `datasets` takes care of automatically loading and resampling the audio,
568
+ # so that we just need to set the correct target sampling rate and normalize the input
569
+ # via the `feature_extractor`
570
+
571
+ # make sure that dataset decodes audio with correct sampling rate
572
+ dataset_sampling_rate = next(iter(raw_datasets.values())).features[data_args.audio_column_name].sampling_rate
573
+ if dataset_sampling_rate != feature_extractor.sampling_rate:
574
+ raw_datasets = raw_datasets.cast_column(
575
+ data_args.audio_column_name, datasets.features.Audio(sampling_rate=feature_extractor.sampling_rate)
576
+ )
577
+
578
+ # derive max & min input length for sample rate & max duration
579
+ max_input_length = data_args.max_duration_in_seconds * feature_extractor.sampling_rate
580
+ min_input_length = data_args.min_duration_in_seconds * feature_extractor.sampling_rate
581
+ audio_column_name = data_args.audio_column_name
582
+ num_workers = data_args.preprocessing_num_workers
583
+
584
+ # `phoneme_language` is only relevant if the model is fine-tuned on phoneme classification
585
+ phoneme_language = data_args.phoneme_language
586
+
587
+ # Preprocessing the datasets.
588
+ # We need to read the audio files as arrays and tokenize the targets.
589
+ def prepare_dataset(batch):
590
+ # load audio
591
+ sample = batch[audio_column_name]
592
+
593
+ inputs = feature_extractor(sample["array"], sampling_rate=sample["sampling_rate"])
594
+ batch["input_values"] = inputs.input_values[0]
595
+ batch["input_length"] = len(batch["input_values"])
596
+
597
+ # encode targets
598
+ additional_kwargs = {}
599
+ if phoneme_language is not None:
600
+ additional_kwargs["phonemizer_lang"] = phoneme_language
601
+
602
+ batch["labels"] = tokenizer(batch["target_text"], **additional_kwargs).input_ids
603
+ return batch
604
+
605
+ with training_args.main_process_first(desc="dataset map preprocessing"):
606
+ vectorized_datasets = raw_datasets.map(
607
+ prepare_dataset,
608
+ remove_columns=next(iter(raw_datasets.values())).column_names,
609
+ num_proc=num_workers,
610
+ desc="preprocess datasets",
611
+ )
612
+
613
+ def is_audio_in_length_range(length):
614
+ return length > min_input_length and length < max_input_length
615
+
616
+ # filter data that is shorter than min_input_length
617
+ vectorized_datasets = vectorized_datasets.filter(
618
+ is_audio_in_length_range,
619
+ num_proc=num_workers,
620
+ input_columns=["input_length"],
621
+ )
622
+
623
+ # 7. Next, we can prepare the training.
624
+ # Let's use word error rate (WER) as our evaluation metric,
625
+ # instantiate a data collator and the trainer
626
+
627
+ # Define evaluation metrics during training, *i.e.* word error rate, character error rate
628
+ eval_metrics = {metric: load_metric(metric) for metric in data_args.eval_metrics}
629
+
630
+ # for large datasets it is advised to run the preprocessing on a
631
+ # single machine first with ``args.preprocessing_only`` since there will mostly likely
632
+ # be a timeout when running the script in distributed mode.
633
+ # In a second step ``args.preprocessing_only`` can then be set to `False` to load the
634
+ # cached dataset
635
+ if data_args.preprocessing_only:
636
+ logger.info(f"Data preprocessing finished. Files cached at {vectorized_datasets.cache_files}")
637
+ return
638
+
639
+ def compute_metrics(pred):
640
+ pred_logits = pred.predictions
641
+ pred_ids = np.argmax(pred_logits, axis=-1)
642
+
643
+ pred.label_ids[pred.label_ids == -100] = tokenizer.pad_token_id
644
+
645
+ pred_str = tokenizer.batch_decode(pred_ids)
646
+ # we do not want to group tokens when computing the metrics
647
+ label_str = tokenizer.batch_decode(pred.label_ids, group_tokens=False)
648
+
649
+ metrics = {k: v.compute(predictions=pred_str, references=label_str) for k, v in eval_metrics.items()}
650
+
651
+ return metrics
652
+
653
+ # Now save everything to be able to create a single processor later
654
+ if is_main_process(training_args.local_rank):
655
+ # save feature extractor, tokenizer and config
656
+ feature_extractor.save_pretrained(training_args.output_dir)
657
+ tokenizer.save_pretrained(training_args.output_dir)
658
+ config.save_pretrained(training_args.output_dir)
659
+
660
+ try:
661
+ processor = AutoProcessor.from_pretrained(training_args.output_dir)
662
+ except (OSError, KeyError):
663
+ warnings.warn(
664
+ "Loading a processor from a feature extractor config that does not"
665
+ " include a `processor_class` attribute is deprecated and will be removed in v5. Please add the following "
666
+ " attribute to your `preprocessor_config.json` file to suppress this warning: "
667
+ " `'processor_class': 'Wav2Vec2Processor'`",
668
+ FutureWarning,
669
+ )
670
+ processor = Wav2Vec2Processor.from_pretrained(training_args.output_dir)
671
+
672
+ # Instantiate custom data collator
673
+ data_collator = DataCollatorCTCWithPadding(processor=processor)
674
+
675
+ # Initialize Trainer
676
+ trainer = Trainer(
677
+ model=model,
678
+ data_collator=data_collator,
679
+ args=training_args,
680
+ compute_metrics=compute_metrics,
681
+ train_dataset=vectorized_datasets["train"] if training_args.do_train else None,
682
+ eval_dataset=vectorized_datasets["eval"] if training_args.do_eval else None,
683
+ tokenizer=feature_extractor,
684
+ )
685
+
686
+ # 8. Finally, we can start training
687
+
688
+ # Training
689
+ if training_args.do_train:
690
+
691
+ # use last checkpoint if exist
692
+ if last_checkpoint is not None:
693
+ checkpoint = last_checkpoint
694
+ elif os.path.isdir(model_args.model_name_or_path):
695
+ checkpoint = model_args.model_name_or_path
696
+ else:
697
+ checkpoint = None
698
+
699
+ train_result = trainer.train(resume_from_checkpoint=checkpoint)
700
+ trainer.save_model()
701
+
702
+ metrics = train_result.metrics
703
+ max_train_samples = (
704
+ data_args.max_train_samples
705
+ if data_args.max_train_samples is not None
706
+ else len(vectorized_datasets["train"])
707
+ )
708
+ metrics["train_samples"] = min(max_train_samples, len(vectorized_datasets["train"]))
709
+
710
+ trainer.log_metrics("train", metrics)
711
+ trainer.save_metrics("train", metrics)
712
+ trainer.save_state()
713
+
714
+ # Evaluation
715
+ results = {}
716
+ if training_args.do_eval:
717
+ logger.info("*** Evaluate ***")
718
+ metrics = trainer.evaluate()
719
+ max_eval_samples = (
720
+ data_args.max_eval_samples if data_args.max_eval_samples is not None else len(vectorized_datasets["eval"])
721
+ )
722
+ metrics["eval_samples"] = min(max_eval_samples, len(vectorized_datasets["eval"]))
723
+
724
+ trainer.log_metrics("eval", metrics)
725
+ trainer.save_metrics("eval", metrics)
726
+
727
+ # Write model card and (optionally) push to hub
728
+ config_name = data_args.dataset_config_name if data_args.dataset_config_name is not None else "na"
729
+ kwargs = {
730
+ "finetuned_from": model_args.model_name_or_path,
731
+ "tasks": "speech-recognition",
732
+ "tags": ["automatic-speech-recognition", data_args.dataset_name],
733
+ "dataset_args": f"Config: {config_name}, Training split: {data_args.train_split_name}, Eval split: {data_args.eval_split_name}",
734
+ "dataset": f"{data_args.dataset_name.upper()} - {config_name.upper()}",
735
+ }
736
+ if "common_voice" in data_args.dataset_name:
737
+ kwargs["language"] = config_name
738
+
739
+ if training_args.push_to_hub:
740
+ trainer.push_to_hub(**kwargs)
741
+ else:
742
+ trainer.create_model_card(**kwargs)
743
+
744
+ return results
745
+
746
+
747
+ if __name__ == "__main__":
748
+ main()
special_tokens_map.json CHANGED
@@ -1 +1 @@
1
- {"bos_token": null, "eos_token": null, "unk_token": "<unk>", "pad_token": "<pad>"}
1
+ {"unk_token": "[UNK]", "pad_token": "[PAD]"}
test-vocab.py ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import torch
2
+ from datasets import load_dataset
3
+ from transformers import AutoModelForCTC, AutoProcessor
4
+ import torchaudio.functional as F
5
+
6
+ model_id = "cahya/wav2vec2-base-turkish"
7
+
8
+ sample_iter = iter(load_dataset("common_voice", "tr", split="test", streaming=True))
9
+
10
+ sample = next(sample_iter)
11
+ resampled_audio = F.resample(torch.tensor(sample["audio"]["array"]), 48_000, 16_000).numpy()
12
+
13
+ model = AutoModelForCTC.from_pretrained(model_id)
14
+ processor = AutoProcessor.from_pretrained(model_id)
15
+
16
+ input_values = processor(resampled_audio, return_tensors="pt").input_values
17
+
18
+ with torch.no_grad():
19
+ logits = model(input_values).logits
20
+
21
+ transcription = processor.batch_decode(logits.numpy()).text
22
+ print(transcription)
tokenizer_config.json CHANGED
@@ -1 +1 @@
1
- {"unk_token": "[UNK]", "bos_token": null, "eos_token": null, "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": "|", "special_tokens_map_file": "/home/cahya/.cache/huggingface/transformers/2916f85ca1c8db02f6dffab6c5680b457e26471b99cac401f31d9d01fd7af256.a21d51735cf8667bcd610f057e88548d5d6a381401f6b4501a8bc6c1a9dc8498", "tokenizer_file": null, "name_or_path": "cahya/wav2vec2-base-turkish-artificial-cv", "processor_class": "Wav2Vec2ProcessorWithLM", "tokenizer_class": "Wav2Vec2CTCTokenizer"}
1
+ {"unk_token": "[UNK]", "bos_token": null, "eos_token": null, "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": "|", "special_tokens_map_file": "/home/cahya/.cache/huggingface/transformers/2916f85ca1c8db02f6dffab6c5680b457e26471b99cac401f31d9d01fd7af256.a21d51735cf8667bcd610f057e88548d5d6a381401f6b4501a8bc6c1a9dc8498", "tokenizer_file": null, "name_or_path": "./", "processor_class": "Wav2Vec2ProcessorWithLM", "tokenizer_class": "Wav2Vec2CTCTokenizer"}
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b7a6213455817c78ed200f9340b3c62539a49032fabf687db93a8cfb917b054c
3
+ size 2927
wav2vec2-base-turkish ADDED
@@ -0,0 +1 @@
 
1
+ Subproject commit 84a5ba89d7a3f162d409b42e1b515d9bf2a8d021