Upload 9 files
Browse files- README.md +18 -0
- data/es_token_list/bpe_unigram64/bpe.model +3 -0
- data/es_token_list/bpe_unigram64/tokens.txt +64 -0
- exp/asr_stats_raw_es_bpe64_sp/train/feats_stats.npz +3 -0
- exp/asr_train_asr_transformer_raw_es_bpe64_sp/config.yaml +258 -0
- exp/asr_train_asr_transformer_raw_es_bpe64_sp/valid.acc.ave_10best.pth +3 -0
- exp/lm_train_lm_es_bpe64/20epoch.pth +3 -0
- exp/lm_train_lm_es_bpe64/config.yaml +194 -0
- meta.yaml +9 -0
README.md
ADDED
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
language:
|
4 |
+
- es
|
5 |
+
library_name: espnet
|
6 |
+
tags:
|
7 |
+
- automatic-speech-recognition
|
8 |
+
- speech
|
9 |
+
- espnet
|
10 |
+
- spanish
|
11 |
+
---
|
12 |
+
|
13 |
+
# reazonspeech-espnet-v1
|
14 |
+
|
15 |
+
`reazonspeech-espnet-v1` es un modelo de reconocimiento automático del habla (ASR) entrenado con espnet2 para el español ecuatoriano. Este modelo tiene como objetivo reconocer el habla de diferentes regiones y acentos del Ecuador, usando un corpus propio y el corpus de Common Voice. El modelo usa una arquitectura de transformador con codificación por subpalabras (BPE). El modelo alcanza un WER de X% y un MOS de Y en el conjunto de datos de prueba. Para más detalles sobre el modelo, puedes consultar este artículo.
|
16 |
+
|
17 |
+
|
18 |
+
|
data/es_token_list/bpe_unigram64/bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9ebfb4bda4d1ca304ed4cb00bb4fc00c861634ea02f912bb79f8431443c33e4f
|
3 |
+
size 238394
|
data/es_token_list/bpe_unigram64/tokens.txt
ADDED
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<blank>
|
2 |
+
<unk>
|
3 |
+
▁
|
4 |
+
a
|
5 |
+
o
|
6 |
+
i
|
7 |
+
s
|
8 |
+
r
|
9 |
+
e
|
10 |
+
n
|
11 |
+
c
|
12 |
+
u
|
13 |
+
l
|
14 |
+
m
|
15 |
+
b
|
16 |
+
g
|
17 |
+
t
|
18 |
+
▁de
|
19 |
+
▁a
|
20 |
+
en
|
21 |
+
do
|
22 |
+
er
|
23 |
+
▁p
|
24 |
+
ra
|
25 |
+
ta
|
26 |
+
te
|
27 |
+
h
|
28 |
+
▁que
|
29 |
+
p
|
30 |
+
▁la
|
31 |
+
▁el
|
32 |
+
▁es
|
33 |
+
to
|
34 |
+
d
|
35 |
+
da
|
36 |
+
es
|
37 |
+
▁no
|
38 |
+
os
|
39 |
+
y
|
40 |
+
▁y
|
41 |
+
▁ma
|
42 |
+
▁un
|
43 |
+
▁se
|
44 |
+
▁en
|
45 |
+
la
|
46 |
+
f
|
47 |
+
z
|
48 |
+
ñ
|
49 |
+
0
|
50 |
+
4
|
51 |
+
3
|
52 |
+
w
|
53 |
+
6
|
54 |
+
8
|
55 |
+
9
|
56 |
+
2
|
57 |
+
1
|
58 |
+
x
|
59 |
+
j
|
60 |
+
q
|
61 |
+
5
|
62 |
+
7
|
63 |
+
v
|
64 |
+
<sos/eos>
|
exp/asr_stats_raw_es_bpe64_sp/train/feats_stats.npz
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:92894c3672055bd42b228eafdcca0cc989649de0d4fdbe3f4e163d82c22b70f1
|
3 |
+
size 1402
|
exp/asr_train_asr_transformer_raw_es_bpe64_sp/config.yaml
ADDED
@@ -0,0 +1,258 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
config: conf/train_asr_transformer.yaml
|
2 |
+
print_config: false
|
3 |
+
log_level: INFO
|
4 |
+
drop_last_iter: false
|
5 |
+
dry_run: false
|
6 |
+
iterator_type: sequence
|
7 |
+
valid_iterator_type: null
|
8 |
+
output_dir: exp/asr_train_asr_transformer_raw_es_bpe64_sp
|
9 |
+
ngpu: 0
|
10 |
+
seed: 0
|
11 |
+
num_workers: 1
|
12 |
+
num_att_plot: 3
|
13 |
+
dist_backend: nccl
|
14 |
+
dist_init_method: env://
|
15 |
+
dist_world_size: null
|
16 |
+
dist_rank: null
|
17 |
+
local_rank: null
|
18 |
+
dist_master_addr: null
|
19 |
+
dist_master_port: null
|
20 |
+
dist_launcher: null
|
21 |
+
multiprocessing_distributed: false
|
22 |
+
unused_parameters: false
|
23 |
+
sharded_ddp: false
|
24 |
+
cudnn_enabled: true
|
25 |
+
cudnn_benchmark: false
|
26 |
+
cudnn_deterministic: true
|
27 |
+
collect_stats: false
|
28 |
+
write_collected_feats: false
|
29 |
+
max_epoch: 20
|
30 |
+
patience: null
|
31 |
+
val_scheduler_criterion:
|
32 |
+
- valid
|
33 |
+
- loss
|
34 |
+
early_stopping_criterion:
|
35 |
+
- valid
|
36 |
+
- loss
|
37 |
+
- min
|
38 |
+
best_model_criterion:
|
39 |
+
- - valid
|
40 |
+
- acc
|
41 |
+
- max
|
42 |
+
keep_nbest_models: 10
|
43 |
+
nbest_averaging_interval: 0
|
44 |
+
grad_clip: 5.0
|
45 |
+
grad_clip_type: 2.0
|
46 |
+
grad_noise: false
|
47 |
+
accum_grad: 1
|
48 |
+
no_forward_run: false
|
49 |
+
resume: true
|
50 |
+
train_dtype: float32
|
51 |
+
use_amp: false
|
52 |
+
log_interval: null
|
53 |
+
use_matplotlib: true
|
54 |
+
use_tensorboard: true
|
55 |
+
create_graph_in_tensorboard: false
|
56 |
+
use_wandb: false
|
57 |
+
wandb_project: null
|
58 |
+
wandb_id: null
|
59 |
+
wandb_entity: null
|
60 |
+
wandb_name: null
|
61 |
+
wandb_model_log_interval: -1
|
62 |
+
detect_anomaly: false
|
63 |
+
use_lora: false
|
64 |
+
save_lora_only: true
|
65 |
+
lora_conf: {}
|
66 |
+
pretrain_path: null
|
67 |
+
init_param: []
|
68 |
+
ignore_init_mismatch: false
|
69 |
+
freeze_param: []
|
70 |
+
num_iters_per_epoch: null
|
71 |
+
batch_size: 16
|
72 |
+
valid_batch_size: null
|
73 |
+
batch_bins: 1000000
|
74 |
+
valid_batch_bins: null
|
75 |
+
train_shape_file:
|
76 |
+
- exp/asr_stats_raw_es_bpe64_sp/train/speech_shape
|
77 |
+
- exp/asr_stats_raw_es_bpe64_sp/train/text_shape.bpe
|
78 |
+
valid_shape_file:
|
79 |
+
- exp/asr_stats_raw_es_bpe64_sp/valid/speech_shape
|
80 |
+
- exp/asr_stats_raw_es_bpe64_sp/valid/text_shape.bpe
|
81 |
+
batch_type: folded
|
82 |
+
valid_batch_type: null
|
83 |
+
fold_length:
|
84 |
+
- 80000
|
85 |
+
- 150
|
86 |
+
sort_in_batch: descending
|
87 |
+
shuffle_within_batch: false
|
88 |
+
sort_batch: descending
|
89 |
+
multiple_iterator: false
|
90 |
+
chunk_length: 500
|
91 |
+
chunk_shift_ratio: 0.5
|
92 |
+
num_cache_chunks: 1024
|
93 |
+
chunk_excluded_key_prefixes: []
|
94 |
+
chunk_default_fs: null
|
95 |
+
train_data_path_and_name_and_type:
|
96 |
+
- - dump/raw/train_nodev_sp/wav.scp
|
97 |
+
- speech
|
98 |
+
- sound
|
99 |
+
- - dump/raw/train_nodev_sp/text
|
100 |
+
- text
|
101 |
+
- text
|
102 |
+
valid_data_path_and_name_and_type:
|
103 |
+
- - dump/raw/train_dev/wav.scp
|
104 |
+
- speech
|
105 |
+
- sound
|
106 |
+
- - dump/raw/train_dev/text
|
107 |
+
- text
|
108 |
+
- text
|
109 |
+
allow_variable_data_keys: false
|
110 |
+
max_cache_size: 0.0
|
111 |
+
max_cache_fd: 32
|
112 |
+
allow_multi_rates: false
|
113 |
+
valid_max_cache_size: null
|
114 |
+
exclude_weight_decay: false
|
115 |
+
exclude_weight_decay_conf: {}
|
116 |
+
optim: adam
|
117 |
+
optim_conf:
|
118 |
+
lr: 0.001
|
119 |
+
scheduler: warmuplr
|
120 |
+
scheduler_conf:
|
121 |
+
warmup_steps: 2500
|
122 |
+
token_list:
|
123 |
+
- <blank>
|
124 |
+
- <unk>
|
125 |
+
- ▁
|
126 |
+
- a
|
127 |
+
- o
|
128 |
+
- i
|
129 |
+
- s
|
130 |
+
- r
|
131 |
+
- e
|
132 |
+
- n
|
133 |
+
- c
|
134 |
+
- u
|
135 |
+
- l
|
136 |
+
- m
|
137 |
+
- b
|
138 |
+
- g
|
139 |
+
- t
|
140 |
+
- ▁de
|
141 |
+
- ▁a
|
142 |
+
- en
|
143 |
+
- do
|
144 |
+
- er
|
145 |
+
- ▁p
|
146 |
+
- ra
|
147 |
+
- ta
|
148 |
+
- te
|
149 |
+
- h
|
150 |
+
- ▁que
|
151 |
+
- p
|
152 |
+
- ▁la
|
153 |
+
- ▁el
|
154 |
+
- ▁es
|
155 |
+
- to
|
156 |
+
- d
|
157 |
+
- da
|
158 |
+
- es
|
159 |
+
- ▁no
|
160 |
+
- os
|
161 |
+
- y
|
162 |
+
- ▁y
|
163 |
+
- ▁ma
|
164 |
+
- ▁un
|
165 |
+
- ▁se
|
166 |
+
- ▁en
|
167 |
+
- la
|
168 |
+
- f
|
169 |
+
- z
|
170 |
+
- ñ
|
171 |
+
- '0'
|
172 |
+
- '4'
|
173 |
+
- '3'
|
174 |
+
- w
|
175 |
+
- '6'
|
176 |
+
- '8'
|
177 |
+
- '9'
|
178 |
+
- '2'
|
179 |
+
- '1'
|
180 |
+
- x
|
181 |
+
- j
|
182 |
+
- q
|
183 |
+
- '5'
|
184 |
+
- '7'
|
185 |
+
- v
|
186 |
+
- <sos/eos>
|
187 |
+
init: xavier_uniform
|
188 |
+
input_size: null
|
189 |
+
ctc_conf:
|
190 |
+
dropout_rate: 0.0
|
191 |
+
ctc_type: builtin
|
192 |
+
reduce: true
|
193 |
+
ignore_nan_grad: null
|
194 |
+
zero_infinity: true
|
195 |
+
brctc_risk_strategy: exp
|
196 |
+
brctc_group_strategy: end
|
197 |
+
brctc_risk_factor: 0.0
|
198 |
+
joint_net_conf: null
|
199 |
+
use_preprocessor: true
|
200 |
+
use_lang_prompt: false
|
201 |
+
use_nlp_prompt: false
|
202 |
+
token_type: bpe
|
203 |
+
bpemodel: data/es_token_list/bpe_unigram64/bpe.model
|
204 |
+
non_linguistic_symbols: null
|
205 |
+
cleaner: null
|
206 |
+
g2p: null
|
207 |
+
speech_volume_normalize: null
|
208 |
+
rir_scp: null
|
209 |
+
rir_apply_prob: 1.0
|
210 |
+
noise_scp: null
|
211 |
+
noise_apply_prob: 1.0
|
212 |
+
noise_db_range: '13_15'
|
213 |
+
short_noise_thres: 0.5
|
214 |
+
aux_ctc_tasks: []
|
215 |
+
frontend: default
|
216 |
+
frontend_conf:
|
217 |
+
fs: 16k
|
218 |
+
specaug: null
|
219 |
+
specaug_conf: {}
|
220 |
+
normalize: global_mvn
|
221 |
+
normalize_conf:
|
222 |
+
stats_file: exp/asr_stats_raw_es_bpe64_sp/train/feats_stats.npz
|
223 |
+
model: espnet
|
224 |
+
model_conf:
|
225 |
+
ctc_weight: 0.3
|
226 |
+
lsm_weight: 0.1
|
227 |
+
length_normalized_loss: false
|
228 |
+
preencoder: null
|
229 |
+
preencoder_conf: {}
|
230 |
+
encoder: transformer
|
231 |
+
encoder_conf:
|
232 |
+
output_size: 256
|
233 |
+
attention_heads: 4
|
234 |
+
linear_units: 2048
|
235 |
+
num_blocks: 12
|
236 |
+
dropout_rate: 0.1
|
237 |
+
positional_dropout_rate: 0.1
|
238 |
+
attention_dropout_rate: 0.0
|
239 |
+
input_layer: conv2d
|
240 |
+
normalize_before: true
|
241 |
+
postencoder: null
|
242 |
+
postencoder_conf: {}
|
243 |
+
decoder: transformer
|
244 |
+
decoder_conf:
|
245 |
+
attention_heads: 4
|
246 |
+
linear_units: 2048
|
247 |
+
num_blocks: 6
|
248 |
+
dropout_rate: 0.1
|
249 |
+
positional_dropout_rate: 0.1
|
250 |
+
self_attention_dropout_rate: 0.0
|
251 |
+
src_attention_dropout_rate: 0.0
|
252 |
+
preprocessor: default
|
253 |
+
preprocessor_conf: {}
|
254 |
+
required:
|
255 |
+
- output_dir
|
256 |
+
- token_list
|
257 |
+
version: '202402'
|
258 |
+
distributed: false
|
exp/asr_train_asr_transformer_raw_es_bpe64_sp/valid.acc.ave_10best.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:00ea407c6f54f0f1b6e22906dd350afb4f6197e525033a33b35045595dcb2288
|
3 |
+
size 108783461
|
exp/lm_train_lm_es_bpe64/20epoch.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6ed654cc6a9a7a28311d10605d10e3575f6b1a4928ccdc598e958d915241e89e
|
3 |
+
size 27417796
|
exp/lm_train_lm_es_bpe64/config.yaml
ADDED
@@ -0,0 +1,194 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
config: conf/train_lm.yaml
|
2 |
+
print_config: false
|
3 |
+
log_level: INFO
|
4 |
+
drop_last_iter: false
|
5 |
+
dry_run: false
|
6 |
+
iterator_type: sequence
|
7 |
+
valid_iterator_type: null
|
8 |
+
output_dir: exp/lm_train_lm_es_bpe64
|
9 |
+
ngpu: 0
|
10 |
+
seed: 0
|
11 |
+
num_workers: 1
|
12 |
+
num_att_plot: 3
|
13 |
+
dist_backend: nccl
|
14 |
+
dist_init_method: env://
|
15 |
+
dist_world_size: null
|
16 |
+
dist_rank: null
|
17 |
+
local_rank: null
|
18 |
+
dist_master_addr: null
|
19 |
+
dist_master_port: null
|
20 |
+
dist_launcher: null
|
21 |
+
multiprocessing_distributed: false
|
22 |
+
unused_parameters: false
|
23 |
+
sharded_ddp: false
|
24 |
+
cudnn_enabled: true
|
25 |
+
cudnn_benchmark: false
|
26 |
+
cudnn_deterministic: true
|
27 |
+
collect_stats: false
|
28 |
+
write_collected_feats: false
|
29 |
+
max_epoch: 20
|
30 |
+
patience: null
|
31 |
+
val_scheduler_criterion:
|
32 |
+
- valid
|
33 |
+
- loss
|
34 |
+
early_stopping_criterion:
|
35 |
+
- valid
|
36 |
+
- loss
|
37 |
+
- min
|
38 |
+
best_model_criterion:
|
39 |
+
- - valid
|
40 |
+
- loss
|
41 |
+
- min
|
42 |
+
keep_nbest_models: 1
|
43 |
+
nbest_averaging_interval: 0
|
44 |
+
grad_clip: 5.0
|
45 |
+
grad_clip_type: 2.0
|
46 |
+
grad_noise: false
|
47 |
+
accum_grad: 1
|
48 |
+
no_forward_run: false
|
49 |
+
resume: true
|
50 |
+
train_dtype: float32
|
51 |
+
use_amp: false
|
52 |
+
log_interval: null
|
53 |
+
use_matplotlib: true
|
54 |
+
use_tensorboard: true
|
55 |
+
create_graph_in_tensorboard: false
|
56 |
+
use_wandb: false
|
57 |
+
wandb_project: null
|
58 |
+
wandb_id: null
|
59 |
+
wandb_entity: null
|
60 |
+
wandb_name: null
|
61 |
+
wandb_model_log_interval: -1
|
62 |
+
detect_anomaly: false
|
63 |
+
use_lora: false
|
64 |
+
save_lora_only: true
|
65 |
+
lora_conf: {}
|
66 |
+
pretrain_path: null
|
67 |
+
init_param: []
|
68 |
+
ignore_init_mismatch: false
|
69 |
+
freeze_param: []
|
70 |
+
num_iters_per_epoch: null
|
71 |
+
batch_size: 64
|
72 |
+
valid_batch_size: null
|
73 |
+
batch_bins: 1000000
|
74 |
+
valid_batch_bins: null
|
75 |
+
train_shape_file:
|
76 |
+
- exp/lm_stats_es_bpe64/train/text_shape.bpe
|
77 |
+
valid_shape_file:
|
78 |
+
- exp/lm_stats_es_bpe64/valid/text_shape.bpe
|
79 |
+
batch_type: folded
|
80 |
+
valid_batch_type: null
|
81 |
+
fold_length:
|
82 |
+
- 150
|
83 |
+
sort_in_batch: descending
|
84 |
+
shuffle_within_batch: false
|
85 |
+
sort_batch: descending
|
86 |
+
multiple_iterator: false
|
87 |
+
chunk_length: 500
|
88 |
+
chunk_shift_ratio: 0.5
|
89 |
+
num_cache_chunks: 1024
|
90 |
+
chunk_excluded_key_prefixes: []
|
91 |
+
chunk_default_fs: null
|
92 |
+
train_data_path_and_name_and_type:
|
93 |
+
- - dump/raw/lm_train.txt
|
94 |
+
- text
|
95 |
+
- text
|
96 |
+
valid_data_path_and_name_and_type:
|
97 |
+
- - dump/raw/org/train_dev/text
|
98 |
+
- text
|
99 |
+
- text
|
100 |
+
allow_variable_data_keys: false
|
101 |
+
max_cache_size: 0.0
|
102 |
+
max_cache_fd: 32
|
103 |
+
allow_multi_rates: false
|
104 |
+
valid_max_cache_size: null
|
105 |
+
exclude_weight_decay: false
|
106 |
+
exclude_weight_decay_conf: {}
|
107 |
+
optim: adam
|
108 |
+
optim_conf:
|
109 |
+
lr: 0.1
|
110 |
+
scheduler: null
|
111 |
+
scheduler_conf: {}
|
112 |
+
token_list:
|
113 |
+
- <blank>
|
114 |
+
- <unk>
|
115 |
+
- ▁
|
116 |
+
- a
|
117 |
+
- o
|
118 |
+
- i
|
119 |
+
- s
|
120 |
+
- r
|
121 |
+
- e
|
122 |
+
- n
|
123 |
+
- c
|
124 |
+
- u
|
125 |
+
- l
|
126 |
+
- m
|
127 |
+
- b
|
128 |
+
- g
|
129 |
+
- t
|
130 |
+
- ▁de
|
131 |
+
- ▁a
|
132 |
+
- en
|
133 |
+
- do
|
134 |
+
- er
|
135 |
+
- ▁p
|
136 |
+
- ra
|
137 |
+
- ta
|
138 |
+
- te
|
139 |
+
- h
|
140 |
+
- ▁que
|
141 |
+
- p
|
142 |
+
- ▁la
|
143 |
+
- ▁el
|
144 |
+
- ▁es
|
145 |
+
- to
|
146 |
+
- d
|
147 |
+
- da
|
148 |
+
- es
|
149 |
+
- ▁no
|
150 |
+
- os
|
151 |
+
- y
|
152 |
+
- ▁y
|
153 |
+
- ▁ma
|
154 |
+
- ▁un
|
155 |
+
- ▁se
|
156 |
+
- ▁en
|
157 |
+
- la
|
158 |
+
- f
|
159 |
+
- z
|
160 |
+
- ñ
|
161 |
+
- '0'
|
162 |
+
- '4'
|
163 |
+
- '3'
|
164 |
+
- w
|
165 |
+
- '6'
|
166 |
+
- '8'
|
167 |
+
- '9'
|
168 |
+
- '2'
|
169 |
+
- '1'
|
170 |
+
- x
|
171 |
+
- j
|
172 |
+
- q
|
173 |
+
- '5'
|
174 |
+
- '7'
|
175 |
+
- v
|
176 |
+
- <sos/eos>
|
177 |
+
init: null
|
178 |
+
use_preprocessor: true
|
179 |
+
token_type: bpe
|
180 |
+
bpemodel: data/es_token_list/bpe_unigram64/bpe.model
|
181 |
+
non_linguistic_symbols: null
|
182 |
+
cleaner: null
|
183 |
+
g2p: null
|
184 |
+
lm: seq_rnn
|
185 |
+
lm_conf:
|
186 |
+
unit: 650
|
187 |
+
nlayers: 2
|
188 |
+
model: lm
|
189 |
+
model_conf: {}
|
190 |
+
required:
|
191 |
+
- output_dir
|
192 |
+
- token_list
|
193 |
+
version: '202402'
|
194 |
+
distributed: false
|
meta.yaml
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
espnet: '202310'
|
2 |
+
files:
|
3 |
+
asr_model_file: exp/asr_train_asr_transformer_raw_es_bpe64_sp/valid.acc.ave_10best.pth
|
4 |
+
lm_file: exp/lm_train_lm_es_bpe64/20epoch.pth
|
5 |
+
python: "3.8"
|
6 |
+
pytorch: 1.12.1
|
7 |
+
yaml_files:
|
8 |
+
asr_train_config: exp/asr_train_asr_transformer_raw_es_bpe64_sp/config.yaml
|
9 |
+
lm_train_config: exp/lm_train_lm_es_bpe64/config.yaml
|