SonishMaharjan commited on
Commit
d195bbd
1 Parent(s): e149c41

Upload 9 files

Browse files
asr_nepali.py ADDED
@@ -0,0 +1,160 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import csv
2
+ import os
3
+ import json
4
+
5
+ import datasets
6
+ from datasets.utils.py_utils import size_str
7
+ from tqdm import tqdm
8
+
9
+ from .languages import LANGUAGES
10
+
11
+
12
+
13
+ _CITATION = """\
14
+ @inproceedings{khadka2023tts,
15
+ title={Nepali Text-to-Speech Synthesis using Tacotron2 for Melspectrogram Generation},
16
+ author={Khadka, Supriya and G.C., Ranju and Paudel, Prabin and Shah, Rahul and Joshi, Basanta},
17
+ booktitle={SIGUL 2023, 2nd Annual Meeting of the Special Interest Group on Under-resourced Languages: a Satellite Workshop of Interspeech 2023},
18
+ year={2023}
19
+ }
20
+ """
21
+
22
+ _HOMEPAGE = "https://https://www.openslr.org/143/"
23
+
24
+ _LICENSE = "Attribution-ShareAlike 4.0 (CC BY-NC-SA 4.0)"
25
+
26
+
27
+
28
+ _AUDIO_URL = "https://huggingface.co/datasets/SonishMaharjan/asr_nepali_0/resolve/main/audio/{lang}/{split}/{lang}_{split}_{shard_idx}.tar"
29
+
30
+ _TRANSCRIPT_URL = "https://huggingface.co/datasets/SonishMaharjan/asr_nepali_0/raw/main/transcript/{lang}/{split}.tsv"
31
+
32
+ _N_SHARDS_URL = "https://huggingface.co/datasets/SonishMaharjan/asr_nepali_0/raw/main/n_shards.json"
33
+
34
+
35
+ class CommonVoiceConfig(datasets.BuilderConfig):
36
+ """BuilderConfig for CommonVoice."""
37
+
38
+ def __init__(self, name, version, **kwargs):
39
+ self.language = kwargs.pop("language", None)
40
+ self.release_date = kwargs.pop("release_date", None)
41
+ self.num_clips = kwargs.pop("num_clips", None)
42
+ self.num_speakers = kwargs.pop("num_speakers", None)
43
+ self.validated_hr = kwargs.pop("validated_hr", None)
44
+ self.total_hr = kwargs.pop("total_hr", None)
45
+ self.size_bytes = kwargs.pop("size_bytes", None)
46
+ self.size_human = size_str(self.size_bytes)
47
+ description = (
48
+ f"Common Voice speech to text dataset in {self.language} released on {self.release_date}. "
49
+ f"The dataset comprises {self.validated_hr} hours of validated transcribed speech data "
50
+ f"out of {self.total_hr} hours in total from {self.num_speakers} speakers. "
51
+ f"The dataset contains {self.num_clips} audio clips and has a size of {self.size_human}."
52
+ )
53
+ super(CommonVoiceConfig, self).__init__(
54
+ name=name,
55
+ version=datasets.Version(version),
56
+ description=description,
57
+ **kwargs,
58
+ )
59
+
60
+
61
+ class CommonVoice(datasets.GeneratorBasedBuilder):
62
+ DEFAULT_WRITER_BATCH_SIZE = 1000
63
+
64
+ BUILDER_CONFIGS = [
65
+ CommonVoiceConfig(
66
+ name="asr_nepali",
67
+ version="0.0.01",
68
+ language="asr_nepali",
69
+ release_date="22nov2023",
70
+ )
71
+ ]
72
+
73
+ def _info(self):
74
+ description = (
75
+ "This dataset comprises text and speech data in Nepali, featuring both female and male voices. The dataset includes .wav files and two separate .tsv files for male and female audio. Each .tsv file contains audio_id and corresponding sentences, aligning with the audio filenames. The dataset underwent manual quality checks, although the possibility of errors remains. It was recorded to facilitate Nepali Text-to-Speech Synthesis research during the fine-tuning phase. "
76
+ )
77
+ features = datasets.Features(
78
+ {
79
+
80
+ "path": datasets.Value("string"),
81
+ "audio": datasets.features.Audio(sampling_rate=48_000),
82
+ "transcription": datasets.Value("string"),
83
+
84
+ }
85
+ )
86
+
87
+ return datasets.DatasetInfo(
88
+ description=description,
89
+ features=features,
90
+ supervised_keys=None,
91
+ homepage=_HOMEPAGE,
92
+ license=_LICENSE,
93
+ citation=_CITATION,
94
+ version=self.config.version,
95
+ )
96
+
97
+ def _split_generators(self, dl_manager):
98
+ lang = self.config.name
99
+ n_shards_path = dl_manager.download_and_extract(_N_SHARDS_URL)
100
+ with open(n_shards_path, encoding="utf-8") as f:
101
+ n_shards = json.load(f)
102
+ audio_urls = {}
103
+ splits = ("train", "test")
104
+ for split in splits:
105
+ audio_urls[split] = [
106
+ _AUDIO_URL.format(lang=lang, split=split, shard_idx=i) for i in range(n_shards[lang][split])
107
+ ]
108
+ archive_paths = dl_manager.download(audio_urls)
109
+ local_extracted_archive_paths = dl_manager.extract(archive_paths) if not dl_manager.is_streaming else {}
110
+
111
+ meta_urls = {split: _TRANSCRIPT_URL.format(lang=lang, split=split) for split in splits}
112
+ meta_paths = dl_manager.download_and_extract(meta_urls)
113
+
114
+ split_generators = []
115
+ split_names = {
116
+ "train": datasets.Split.TRAIN,
117
+ "test": datasets.Split.TEST,
118
+ }
119
+ for split in splits:
120
+ split_generators.append(
121
+ datasets.SplitGenerator(
122
+ name=split_names.get(split, split),
123
+ gen_kwargs={
124
+ "local_extracted_archive_paths": local_extracted_archive_paths.get(split),
125
+ "archives": [dl_manager.iter_archive(path) for path in archive_paths.get(split)],
126
+ "meta_path": meta_paths[split],
127
+ },
128
+ ),
129
+ )
130
+
131
+ return split_generators
132
+
133
+ def _generate_examples(self, local_extracted_archive_paths, archives, meta_path):
134
+ data_fields = list(self._info().features.keys())
135
+ metadata = {}
136
+ with open(meta_path, encoding="utf-8") as f:
137
+ reader = csv.DictReader(f, delimiter="\t", quoting=csv.QUOTE_NONE)
138
+ for row in tqdm(reader, desc="Reading metadata..."):
139
+ if not row["path"].endswith(".flac"):
140
+ row["path"] += ".flac"
141
+ # accent -> accents in CV 8.0
142
+ if "accents" in row:
143
+ row["accent"] = row["accents"]
144
+ del row["accents"]
145
+ # if data is incomplete, fill with empty values
146
+ for field in data_fields:
147
+ if field not in row:
148
+ row[field] = ""
149
+ metadata[row["path"]] = row
150
+
151
+ for i, audio_archive in enumerate(archives):
152
+ for path, file in audio_archive:
153
+ _, filename = os.path.split(path)
154
+ if filename in metadata:
155
+ result = dict(metadata[filename])
156
+ # set the audio feature and the path to the extracted file
157
+ path = os.path.join(local_extracted_archive_paths[i], path) if local_extracted_archive_paths else path
158
+ result["audio"] = {"path": path, "bytes": file.read()}
159
+ result["path"] = path
160
+ yield path, result
audio/asr_nepali/test/asr_nepali_test.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b6ebc581df576c215f58b1252f939268eca6f5b5a3795f388eb7fd8adfc3f6b7
3
+ size 178667520
audio/asr_nepali/train/asr_nepali_train.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c7728a302514b57cf63a4f400dff5b73e0cd8fa458ecfaf1955e9f54e5a5107e
3
+ size 1166991360
count_n_shards.py ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from pathlib import Path
2
+ import json
3
+
4
+
5
+ splits = ["train","test"]
6
+
7
+ if __name__ == "__main__":
8
+ n_files = {}
9
+ lang_dirs = [d for d in Path("audio").iterdir() if d.is_dir()]
10
+ for lang_dir in lang_dirs:
11
+ lang = lang_dir.name
12
+ n_files[lang] = {}
13
+ for split in splits:
14
+ split_dir = lang_dir / split
15
+ if split_dir.exists():
16
+ n_files_per_split = len(list(split_dir.glob("*.tar")))
17
+ else:
18
+ n_files_per_split = 0
19
+ n_files[lang][split] = n_files_per_split
20
+
21
+ with open("n_shards.json", "w") as f:
22
+ json.dump(dict(sorted(n_files.items(), key=lambda x: x[0])), f, ensure_ascii=False, indent=4)
languages.py ADDED
@@ -0,0 +1 @@
 
 
1
+ LANGUAGES = {'asr_nepali': 'Nepali'}
n_shards.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "asr_nepali": {
3
+ "train": 1,
4
+ "test": 1
5
+ }
6
+ }
release_stats.py ADDED
@@ -0,0 +1 @@
 
 
1
+ STATS = {'bundleURLTemplate': 'cv-corpus-11.0-2022-09-21/cv-corpus-11.0-2022-09-21-{locale}.tar.gz', 'date': '2022-09-21', 'name': 'Common Voice Corpus 11.0', 'multilingual': True, 'locales': {'en': {'duration': 11152496587, 'buckets': {'dev': 16354, 'invalidated': 252599, 'other': 290846, 'reported': 4366, 'test': 16354, 'train': 948736, 'validated': 1618225}, 'reportedSentences': 4294, 'clips': 2161670, 'splits': {'accent': {'': 1}, 'age': {'': 0.37, 'twenties': 0.24, 'sixties': 0.04, 'thirties': 0.13, 'teens': 0.06, 'seventies': 0.01, 'fourties': 0.1, 'fifties': 0.05, 'eighties': 0, 'nineties': 0}, 'gender': {'': 0.37, 'male': 0.45, 'female': 0.15, 'other': 0.02}}, 'users': 84673, 'size': 79751937788, 'checksum': '0efd86ca6b40641b55d1411b7d3b1f1ab8626de4b207504953706df201d198a5', 'avgDurationSecs': 5.159, 'validDurationSecs': 8348752.95, 'totalHrs': 3097.91, 'validHrs': 2319.09}, 'fa': {'buckets': {'dev': 10288, 'invalidated': 13793, 'other': 24401, 'reported': 2168, 'test': 10288, 'train': 26951, 'validated': 309996}, 'reportedSentences': 2159, 'duration': 1392397316, 'clips': 348190, 'splits': {'accent': {'': 1}, 'age': {'': 0.25, 'twenties': 0.31, 'thirties': 0.37, 'fifties': 0.02, 'fourties': 0.03, 'teens': 0.03, 'sixties': 0}, 'gender': {'': 0.22, 'male': 0.71, 'female': 0.07, 'other': 0}}, 'users': 4124, 'size': 10237548588, 'checksum': 'e40247da130302d1dd71e5f25742a0f2f61e8627e7b674c13294967a23f6cf47', 'avgDurationSecs': 3.999, 'validDurationSecs': 1239661.1, 'totalHrs': 386.77, 'validHrs': 344.35}, 'fr': {'buckets': {'dev': 16089, 'invalidated': 57607, 'other': 14359, 'reported': 6586, 'test': 16089, 'train': 485034, 'validated': 652051}, 'reportedSentences': 6510, 'duration': 3623103766, 'clips': 724017, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.17, 'thirties': 0.16, '': 0.36, 'teens': 0.03, 'fourties': 0.14, 'fifties': 0.1, 'sixties': 0.03, 'seventies': 0.01, 'eighties': 0, 'nineties': 0}, 'gender': {'male': 0.61, '': 0.28, 'female': 0.1, 'other': 0.01}}, 'users': 16785, 'size': 25947906602, 'checksum': 'f763f9b1817280cd37db4d4161a9afc76257024d5bb54951a5987464e1e2ebb4', 'avgDurationSecs': 5.004, 'validDurationSecs': 3262973.706, 'totalHrs': 1006.41, 'validHrs': 906.38}, 'es': {'buckets': {'dev': 15520, 'invalidated': 52095, 'other': 1180383, 'reported': 2033, 'test': 15520, 'train': 230467, 'validated': 305875}, 'reportedSentences': 2019, 'duration': 7475216238, 'clips': 1538353, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.1, '': 0.13, 'fifties': 0.04, 'twenties': 0.56, 'teens': 0.08, 'fourties': 0.03, 'sixties': 0.06, 'eighties': 0, 'seventies': 0, 'nineties': 0}, 'gender': {'male': 0.54, '': 0.13, 'other': 0, 'female': 0.33}}, 'users': 24516, 'size': 47288212406, 'checksum': '319ae22d17dc2158322bb189a4938faba0debe653b611a325ee80c672be277a1', 'avgDurationSecs': 4.859, 'validDurationSecs': 1486318.008, 'totalHrs': 2076.44, 'validHrs': 412.86}, 'sl': {'buckets': {'dev': 1206, 'invalidated': 251, 'other': 1562, 'reported': 34, 'test': 1207, 'train': 1423, 'validated': 9590}, 'reportedSentences': 35, 'duration': 43522354, 'clips': 11403, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.51, 'teens': 0.08, '': 0.2, 'sixties': 0.07, 'fifties': 0.07, 'fourties': 0.02, 'thirties': 0.05}, 'gender': {'female': 0.16, 'male': 0.64, '': 0.2, 'other': 0}}, 'users': 138, 'size': 309245843, 'checksum': 'acbbccd20450efbfb100ab1f5fd0484756d761a3300d1e5eaf8fd403a56f5bbf', 'avgDurationSecs': 3.817, 'validDurationSecs': 36602.594, 'totalHrs': 12.08, 'validHrs': 10.16}, 'kab': {'buckets': {'dev': 14994, 'invalidated': 19492, 'other': 110003, 'reported': 8947, 'test': 14994, 'train': 151534, 'validated': 608713}, 'reportedSentences': 8942, 'duration': 2462033464, 'clips': 738208, 'splits': {'accent': {'': 1}, 'age': {'fourties': 0.09, 'thirties': 0.29, '': 0.28, 'fifties': 0.19, 'twenties': 0.12, 'eighties': 0, 'teens': 0, 'sixties': 0.03, 'seventies': 0}, 'gender': {'male': 0.54, '': 0.26, 'female': 0.2, 'other': 0}}, 'users': 1496, 'size': 18395506381, 'checksum': '09e61eddb933a73606af153a5ed9394390f531093d79b004d27635ee79ecd95b', 'avgDurationSecs': 3.335, 'validDurationSecs': 2030148.381, 'totalHrs': 683.89, 'validHrs': 563.93}, 'cy': {'buckets': {'dev': 5247, 'invalidated': 4337, 'other': 18730, 'reported': 156, 'test': 5266, 'train': 7726, 'validated': 88378}, 'reportedSentences': 157, 'duration': 541540989, 'clips': 111445, 'splits': {'accent': {'': 1}, 'age': {'fourties': 0.16, 'twenties': 0.13, 'sixties': 0.06, 'fifties': 0.09, '': 0.43, 'thirties': 0.09, 'seventies': 0.01, 'eighties': 0, 'teens': 0.02}, 'gender': {'male': 0.33, 'female': 0.24, '': 0.41, 'other': 0.01}}, 'users': 1723, 'size': 3980577087, 'checksum': 'b1a5d115e0b65bcab23e1fbbc170ed3b61d74aeba506720202d8b732089136cd', 'avgDurationSecs': 4.859, 'validDurationSecs': 429452.282, 'totalHrs': 150.42, 'validHrs': 119.29}, 'ca': {'buckets': {'dev': 16340, 'invalidated': 76690, 'other': 481402, 'reported': 5357, 'test': 16340, 'train': 905243, 'validated': 1111949}, 'reportedSentences': 5312, 'duration': 9194234502, 'clips': 1670041, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.06, 'fifties': 0.17, 'fourties': 0.1, 'twenties': 0.05, '': 0.35, 'sixties': 0.22, 'teens': 0.01, 'seventies': 0.04, 'eighties': 0, 'nineties': 0}, 'gender': {'male': 0.42, '': 0.35, 'female': 0.23, 'other': 0}}, 'users': 30225, 'size': 56931368598, 'checksum': '3ae9f3c82dee5102dfd8a3319b4339262980236f1b85336700ba5e7d3dcb4aae', 'avgDurationSecs': 5.505, 'validDurationSecs': 6121717.886, 'totalHrs': 2553.95, 'validHrs': 1700.47}, 'de': {'buckets': {'dev': 16082, 'invalidated': 47953, 'other': 5329, 'reported': 8204, 'test': 16082, 'train': 479008, 'validated': 805962}, 'reportedSentences': 8180, 'duration': 4439964557, 'clips': 859244, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.19, 'fourties': 0.17, '': 0.32, 'thirties': 0.15, 'teens': 0.03, 'sixties': 0.03, 'fifties': 0.11, 'seventies': 0, 'eighties': 0, 'nineties': 0}, 'gender': {'male': 0.59, '': 0.32, 'female': 0.09, 'other': 0.01}}, 'users': 17226, 'size': 31626133806, 'checksum': '94a0c7aeb0d18a280380e5a568d21251ed421f093bc164c9f67d8b28dfbecaaf', 'avgDurationSecs': 5.167, 'validDurationSecs': 4164640.91, 'totalHrs': 1233.32, 'validHrs': 1156.84}, 'tt': {'buckets': {'dev': 3062, 'invalidated': 388, 'other': 252, 'reported': 3, 'test': 5124, 'train': 9778, 'validated': 28538}, 'reportedSentences': 4, 'duration': 109538738, 'clips': 29178, 'splits': {'accent': {'': 1}, 'age': {'': 0.2, 'thirties': 0.73, 'twenties': 0.05, 'sixties': 0, 'fifties': 0.01, 'teens': 0, 'fourties': 0, 'seventies': 0.01}, 'gender': {'': 0.2, 'male': 0.78, 'female': 0.02}}, 'users': 223, 'size': 809543535, 'checksum': 'e56d549c0aa66f6df596350347dd38d76778da732d3393d4b2d0281ff68cc8dc', 'avgDurationSecs': 3.754, 'validDurationSecs': 107136.079, 'totalHrs': 30.42, 'validHrs': 29.76}, 'ta': {'buckets': {'dev': 11758, 'invalidated': 5575, 'other': 87993, 'reported': 3315, 'test': 11815, 'train': 41710, 'validated': 130461}, 'reportedSentences': 3315, 'duration': 1392279684, 'clips': 224029, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.08, 'thirties': 0.09, '': 0.72, 'fourties': 0.03, 'seventies': 0.02, 'fifties': 0.03, 'teens': 0.03, 'sixties': 0, 'eighties': 0}, 'gender': {'male': 0.16, '': 0.71, 'other': 0, 'female': 0.13}}, 'users': 792, 'size': 8341540337, 'checksum': 'd23d087efee1ba3c0c9ce93789d77f8a659e0469643a0de73a0b6586735adccc', 'avgDurationSecs': 6.215, 'validDurationSecs': 810779.854, 'totalHrs': 386.74, 'validHrs': 225.21}, 'ru': {'buckets': {'dev': 9629, 'invalidated': 7159, 'other': 16865, 'reported': 356, 'test': 9630, 'train': 22862, 'validated': 125553}, 'reportedSentences': 350, 'duration': 771816312, 'clips': 149577, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.39, 'teens': 0.09, '': 0.21, 'fourties': 0.15, 'thirties': 0.13, 'fifties': 0.03, 'sixties': 0, 'seventies': 0}, 'gender': {'male': 0.62, '': 0.21, 'other': 0, 'female': 0.16}}, 'users': 2731, 'size': 5403479932, 'checksum': 'c5e32c22b2bda21dbded3f20fbcf77910e7a63932da8138058c2e71c13ffd5bd', 'avgDurationSecs': 5.16, 'validDurationSecs': 647852.634, 'totalHrs': 214.39, 'validHrs': 179.95}, 'nl': {'buckets': {'dev': 10736, 'invalidated': 5161, 'other': 2157, 'reported': 328, 'test': 10743, 'train': 30318, 'validated': 84823}, 'reportedSentences': 328, 'duration': 397871425, 'clips': 92141, 'splits': {'accent': {'': 1}, 'age': {'': 0.41, 'twenties': 0.21, 'fourties': 0.14, 'thirties': 0.11, 'teens': 0.02, 'fifties': 0.08, 'sixties': 0.01, 'nineties': 0, 'eighties': 0, 'seventies': 0}, 'gender': {'': 0.42, 'male': 0.47, 'female': 0.11, 'other': 0}}, 'users': 1530, 'size': 2734842015, 'checksum': '03c65fb0d4964d23286337aca8200dfbec44e4c63361bedb0e0adc1b7f1f5758', 'avgDurationSecs': 4.318, 'validDurationSecs': 366271.778, 'totalHrs': 110.51, 'validHrs': 101.74}, 'it': {'buckets': {'dev': 14997, 'invalidated': 17476, 'other': 27, 'reported': 5329, 'test': 15003, 'train': 152609, 'validated': 219211}, 'reportedSentences': 5325, 'duration': 1268981904, 'clips': 236714, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.17, 'twenties': 0.2, '': 0.29, 'fifties': 0.16, 'fourties': 0.14, 'seventies': 0, 'sixties': 0.03, 'teens': 0.01, 'eighties': 0, 'nineties': 0}, 'gender': {'female': 0.11, 'male': 0.59, '': 0.29, 'other': 0}}, 'users': 6767, 'size': 8784083327, 'checksum': 'a976f2e7ab10c7dbee95f1271c1221bb2d42ab52589bfefd28cf63b3a4fae520', 'avgDurationSecs': 5.361, 'validDurationSecs': 1175151.415, 'totalHrs': 352.49, 'validHrs': 326.43}, 'eu': {'buckets': {'dev': 6561, 'invalidated': 5791, 'other': 26899, 'reported': 72, 'test': 6561, 'train': 10832, 'validated': 69159}, 'reportedSentences': 72, 'duration': 528767151, 'clips': 101849, 'splits': {'accent': {'': 1}, 'age': {'fourties': 0.13, 'thirties': 0.07, 'fifties': 0.14, 'twenties': 0.35, '': 0.25, 'teens': 0.03, 'sixties': 0.02, 'seventies': 0}, 'gender': {'male': 0.47, 'female': 0.26, '': 0.26, 'other': 0.02}}, 'users': 1213, 'size': 3985536335, 'checksum': '58fc92fc7c4e2c8874c4e6ae9f58cbd418740e1573c181ac284b0782acc977b0', 'avgDurationSecs': 5.192, 'validDurationSecs': 359051.217, 'totalHrs': 146.87, 'validHrs': 99.73}, 'tr': {'buckets': {'dev': 10127, 'invalidated': 3593, 'other': 151, 'reported': 339, 'test': 10143, 'train': 25998, 'validated': 82351}, 'reportedSentences': 340, 'duration': 314932815, 'clips': 86095, 'splits': {'accent': {'': 1}, 'age': {'': 0.32, 'thirties': 0.09, 'twenties': 0.25, 'teens': 0.02, 'fourties': 0.04, 'fifties': 0.09, 'sixties': 0.15, 'eighties': 0.02, 'seventies': 0.03}, 'gender': {'': 0.32, 'male': 0.43, 'female': 0.25, 'other': 0}}, 'users': 1328, 'size': 1948927227, 'checksum': '1e9499bf233e6668d5e34802f3ec704c3fffc271380eef16733629e673092610', 'avgDurationSecs': 3.658, 'validDurationSecs': 301237.38, 'totalHrs': 87.48, 'validHrs': 83.67}, 'ar': {'buckets': {'dev': 10438, 'invalidated': 14959, 'other': 35514, 'reported': 2074, 'test': 10440, 'train': 28043, 'validated': 76208}, 'reportedSentences': 2066, 'clips': 126681, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.11, '': 0.56, 'twenties': 0.28, 'fourties': 0.01, 'teens': 0.03, 'fifties': 0, 'sixties': 0, 'nineties': 0}, 'gender': {'female': 0.18, '': 0.55, 'male': 0.27, 'other': 0}}, 'users': 1309, 'duration': 528133089, 'size': 3133096686, 'checksum': 'c5122a5fcb393f6091e81ef60ae8cfc8e1a80451eabee0c31fa600f7c92e99f2', 'avgDurationSecs': 4.169, 'validDurationSecs': 317711.152, 'totalHrs': 146.704, 'validHrs': 88.253}, 'zh-TW': {'buckets': {'dev': 4709, 'invalidated': 4596, 'other': 40630, 'reported': 139, 'test': 4709, 'train': 6568, 'validated': 77357}, 'reportedSentences': 140, 'duration': 404438206, 'clips': 122583, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.2, 'twenties': 0.32, 'teens': 0.05, '': 0.27, 'fifties': 0.05, 'seventies': 0, 'fourties': 0.1, 'sixties': 0}, 'gender': {'male': 0.47, '': 0.26, 'female': 0.24, 'other': 0.02}}, 'users': 2082, 'size': 2830133882, 'checksum': '6666d38ac9095833ee88da1ec2df7917ee43a6b7a4e1d60e2148e9fbf2f36c37', 'avgDurationSecs': 3.299, 'validDurationSecs': 255224.022, 'totalHrs': 112.34, 'validHrs': 70.89}, 'br': {'buckets': {'dev': 2122, 'invalidated': 785, 'other': 12352, 'reported': 267, 'test': 2119, 'train': 2645, 'validated': 11334}, 'reportedSentences': 267, 'duration': 76458895, 'clips': 24471, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.25, '': 0.34, 'fifties': 0.06, 'fourties': 0.06, 'thirties': 0.08, 'sixties': 0.17, 'seventies': 0.02, 'teens': 0.01}, 'gender': {'male': 0.63, '': 0.35, 'female': 0.02, 'other': 0}}, 'users': 180, 'size': 555823615, 'checksum': 'e5dda67bebcf968fd81e43fb0c0a5789deae2574504b4d74446cac9cd3565559', 'avgDurationSecs': 3.124, 'validDurationSecs': 35412.738, 'totalHrs': 21.23, 'validHrs': 9.83}, 'pt': {'buckets': {'dev': 8688, 'invalidated': 4870, 'other': 16751, 'reported': 2400, 'test': 8693, 'train': 18211, 'validated': 108100}, 'reportedSentences': 2395, 'duration': 541049911, 'clips': 129721, 'splits': {'accent': {'': 1}, 'age': {'': 0.21, 'twenties': 0.4, 'teens': 0.03, 'thirties': 0.22, 'fourties': 0.1, 'sixties': 0.01, 'fifties': 0.03, 'seventies': 0}, 'gender': {'': 0.21, 'male': 0.73, 'female': 0.04, 'other': 0.02}}, 'users': 2621, 'size': 3512588399, 'checksum': '96ee3666ad3409e642c1407b0c948949569665b957b3b41a5e0f9247ed438c5e', 'avgDurationSecs': 4.171, 'validDurationSecs': 450871.45, 'totalHrs': 150.29, 'validHrs': 125.24}, 'eo': {'buckets': {'dev': 14912, 'invalidated': 127311, 'other': 138344, 'reported': 2151, 'test': 14915, 'train': 143978, 'validated': 848681}, 'reportedSentences': 2150, 'clips': 1114336, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.56, 'thirties': 0.12, '': 0.2, 'fourties': 0.04, 'fifties': 0.02, 'seventies': 0, 'teens': 0.05, 'sixties': 0, 'eighties': 0}, 'gender': {'male': 0.69, '': 0.2, 'female': 0.11, 'other': 0}}, 'users': 1581, 'size': 40389394457, 'checksum': '1346a519fa7f5e158122a1c76c66c7342c5e3b87a8a8549fbaf69b1c78d7f936', 'avgDurationSecs': 6, 'validDurationSecs': 5092086, 'duration': 6686017200, 'totalHrs': 1857.227, 'validHrs': 1414.47}, 'zh-CN': {'buckets': {'dev': 10581, 'invalidated': 21302, 'other': 698486, 'reported': 637, 'test': 10581, 'train': 29056, 'validated': 102525}, 'reportedSentences': 634, 'duration': 3742248732, 'clips': 822313, 'splits': {'accent': {'': 1}, 'age': {'': 0.94, 'teens': 0.01, 'twenties': 0.04, 'thirties': 0.01, 'fourties': 0, 'nineties': 0, 'fifties': 0, 'sixties': 0}, 'gender': {'': 0.94, 'male': 0.05, 'female': 0.01, 'other': 0}}, 'users': 6400, 'size': 22132786891, 'checksum': 'd1168d8cf2fd2654fa74056f3b7a0ade9ccb46777efb52d27ccf4d3b3a1841c5', 'avgDurationSecs': 4.551, 'validDurationSecs': 466579.09, 'totalHrs': 1039.51, 'validHrs': 129.6}, 'id': {'duration': 202841724, 'buckets': {'dev': 3226, 'invalidated': 2466, 'other': 24238, 'reported': 280, 'test': 3618, 'train': 5048, 'validated': 23417}, 'reportedSentences': 281, 'clips': 50121, 'splits': {'accent': {'': 1}, 'age': {'': 0.26, 'twenties': 0.39, 'thirties': 0.07, 'teens': 0.26, 'fifties': 0, 'fourties': 0.02}, 'gender': {'': 0.26, 'male': 0.41, 'female': 0.29, 'other': 0.04}}, 'users': 445, 'size': 1289214557, 'checksum': 'f10b1dad4071a8bb1a8723ae5ab1cff2a6f32f8e145fbf6126e6afb3beb85906', 'avgDurationSecs': 4.047, 'validDurationSecs': 94769.551, 'totalHrs': 56.34, 'validHrs': 26.32}, 'ia': {'duration': 60448296, 'buckets': {'dev': 1787, 'invalidated': 329, 'other': 2690, 'reported': 267, 'test': 1748, 'train': 5041, 'validated': 11431}, 'reportedSentences': 263, 'clips': 14450, 'splits': {'accent': {'': 1}, 'age': {'seventies': 0.22, 'fourties': 0.3, '': 0.39, 'twenties': 0.05, 'thirties': 0.02, 'teens': 0, 'fifties': 0.03, 'sixties': 0}, 'gender': {'male': 0.61, '': 0.39, 'female': 0.01}}, 'users': 62, 'size': 409737134, 'checksum': '9e4d39a1285aee039fc16661d7f65560801ffdc157dc0737b1644ef6c39e95c9', 'avgDurationSecs': 4.183, 'validDurationSecs': 47818.995, 'totalHrs': 16.79, 'validHrs': 13.28}, 'lv': {'duration': 30869261, 'buckets': {'dev': 1902, 'invalidated': 171, 'other': 1125, 'reported': 31, 'test': 2218, 'train': 3017, 'validated': 7751}, 'reportedSentences': 32, 'clips': 9047, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.48, 'fourties': 0.03, '': 0.18, 'twenties': 0.28, 'teens': 0.03, 'fifties': 0}, 'gender': {'male': 0.7, 'female': 0.13, '': 0.17}}, 'users': 118, 'size': 226907582, 'checksum': 'ca9ef194ccedf357a976cda6315352f0d379b312599305f6f1ff353f3622b292', 'avgDurationSecs': 3.412, 'validDurationSecs': 26447.181, 'totalHrs': 8.57, 'validHrs': 7.34}, 'ja': {'duration': 198018825, 'buckets': {'dev': 4485, 'invalidated': 2464, 'other': 1146, 'reported': 185, 'test': 4604, 'train': 6505, 'validated': 37710}, 'reportedSentences': 185, 'clips': 41320, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.33, '': 0.23, 'teens': 0.04, 'fifties': 0.01, 'thirties': 0.09, 'fourties': 0.29, 'sixties': 0, 'seventies': 0}, 'gender': {'male': 0.54, '': 0.21, 'female': 0.25, 'other': 0}}, 'users': 688, 'size': 1199309960, 'checksum': '5200ab82dc91927beadf946cd7db877f85494823b12e17ade9241ff703ae2352', 'avgDurationSecs': 4.792, 'validDurationSecs': 180718.536, 'totalHrs': 55, 'validHrs': 50.19}, 'rw': {'duration': 8580641153, 'buckets': {'dev': 15987, 'invalidated': 227748, 'other': 47295, 'reported': 629, 'test': 16213, 'train': 1003021, 'validated': 1438429}, 'reportedSentences': 630, 'clips': 1713472, 'splits': {'accent': {'': 1}, 'age': {'': 0.05, 'twenties': 0.61, 'thirties': 0.12, 'teens': 0.2, 'fourties': 0.02, 'fifties': 0}, 'gender': {'': 0.1, 'male': 0.57, 'female': 0.33, 'other': 0}}, 'users': 1080, 'size': 60998364053, 'checksum': 'a377be2f63f0606228396644d9bc23d81ff105397866f7ecbabccffad6dbfd81', 'avgDurationSecs': 5.008, 'validDurationSecs': 7203294.29, 'totalHrs': 2383.51, 'validHrs': 2000.91}, 'sv-SE': {'duration': 181162455, 'buckets': {'dev': 5052, 'invalidated': 1346, 'other': 5699, 'reported': 576, 'test': 5069, 'train': 7308, 'validated': 38736}, 'reportedSentences': 577, 'clips': 45781, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.25, '': 0.18, 'teens': 0.03, 'fifties': 0.03, 'twenties': 0.12, 'fourties': 0.38, 'sixties': 0, 'seventies': 0}, 'gender': {'male': 0.48, '': 0.19, 'female': 0.33, 'other': 0}}, 'users': 755, 'size': 1149905955, 'checksum': 'a5dbc058b1746308d9eab31bc925c0b0c1315ad3726adfce0511c00161fcbc49', 'avgDurationSecs': 3.957, 'validDurationSecs': 153284.307, 'totalHrs': 50.32, 'validHrs': 42.57}, 'cnh': {'duration': 20675832, 'buckets': {'dev': 761, 'invalidated': 436, 'other': 2908, 'reported': 8, 'test': 763, 'train': 817, 'validated': 2458}, 'reportedSentences': 9, 'clips': 5802, 'splits': {'accent': {'': 1}, 'age': {'': 0.51, 'twenties': 0.36, 'fourties': 0.01, 'teens': 0.02, 'thirties': 0.08, 'fifties': 0.02}, 'gender': {'': 0.51, 'male': 0.33, 'female': 0.16}}, 'users': 299, 'size': 161393367, 'checksum': '2be89cd4a8bd37309c6cdc7a524cb5b667a51499af1abf1caeb32acb7d0743d8', 'avgDurationSecs': 3.564, 'validDurationSecs': 8759.255, 'totalHrs': 5.74, 'validHrs': 2.43}, 'et': {'duration': 195951710, 'buckets': {'dev': 2638, 'invalidated': 6650, 'other': 663, 'reported': 487, 'test': 2638, 'train': 3137, 'validated': 21681}, 'reportedSentences': 484, 'clips': 28994, 'splits': {'accent': {'': 1}, 'age': {'': 0.2, 'thirties': 0.08, 'twenties': 0.68, 'fourties': 0.04, 'fifties': 0, 'seventies': 0, 'teens': 0}, 'gender': {'': 0.2, 'male': 0.54, 'female': 0.26, 'other': 0}}, 'users': 808, 'size': 1336904754, 'checksum': 'd3e0be25b4b756e991ca597295ae7d9dda2203d2af0cb691feda80fba4608054', 'avgDurationSecs': 6.758, 'validDurationSecs': 146527.869, 'totalHrs': 54.43, 'validHrs': 40.7}, 'ky': {'duration': 162152040, 'buckets': {'dev': 1613, 'invalidated': 5599, 'other': 325, 'reported': 36, 'test': 1613, 'train': 1787, 'validated': 29798}, 'reportedSentences': 37, 'clips': 35722, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.08, '': 0.07, 'fourties': 0.01, 'twenties': 0.66, 'teens': 0.18, 'fifties': 0}, 'gender': {'male': 0.54, '': 0.11, 'female': 0.35, 'other': 0}}, 'users': 250, 'size': 1047564926, 'checksum': '3943d7cc30ee725552ff98d10b53ec0ab61033cb29704769750838be2313d211', 'avgDurationSecs': 4.539, 'validDurationSecs': 135261.365, 'totalHrs': 45.04, 'validHrs': 37.57}, 'ro': {'duration': 141653551, 'buckets': {'dev': 3703, 'invalidated': 882, 'other': 19267, 'reported': 333, 'test': 3859, 'train': 5187, 'validated': 15295}, 'reportedSentences': 334, 'clips': 35444, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.14, 'teens': 0.02, '': 0.11, 'fourties': 0.06, 'sixties': 0, 'twenties': 0.66, 'fifties': 0.01, 'eighties': 0}, 'gender': {'male': 0.73, '': 0.1, 'female': 0.15, 'other': 0.01}}, 'users': 369, 'size': 888395480, 'checksum': '0bb1458db358dc5110aabc056c8a25007608ef817b1938965afd6137e816b563', 'avgDurationSecs': 3.997, 'validDurationSecs': 61127.16, 'totalHrs': 39.34, 'validHrs': 16.97}, 'hsb': {'duration': 10207332, 'buckets': {'dev': 172, 'invalidated': 247, 'other': 0, 'reported': 84, 'test': 444, 'train': 808, 'validated': 1424}, 'reportedSentences': 85, 'clips': 1671, 'splits': {'accent': {'': 1}, 'age': {'fourties': 0.55, '': 0.18, 'thirties': 0.1, 'sixties': 0, 'seventies': 0.03, 'twenties': 0.11, 'fifties': 0.03}, 'gender': {'male': 0.82, '': 0.18, 'other': 0}}, 'users': 20, 'size': 79770563, 'checksum': '77d8350910f2eea3d7813f47fb93cea8108c5aa37d12fb456def557bb238724b', 'avgDurationSecs': 6.109, 'validDurationSecs': 8698.528, 'totalHrs': 2.83, 'validHrs': 2.41}, 'el': {'duration': 103273162, 'buckets': {'dev': 1701, 'invalidated': 797, 'other': 9072, 'reported': 64, 'test': 1696, 'train': 1914, 'validated': 15119}, 'reportedSentences': 65, 'clips': 24988, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.37, 'fourties': 0.13, '': 0.33, 'twenties': 0.13, 'fifties': 0.03, 'teens': 0.01, 'sixties': 0}, 'gender': {'male': 0.63, '': 0.32, 'other': 0.02, 'female': 0.03}}, 'users': 346, 'size': 695652047, 'checksum': 'a38515243d120d0e466e02a723a69101135054b757685cf29019e1cc29ab81c8', 'avgDurationSecs': 4.133, 'validDurationSecs': 62485.47, 'totalHrs': 28.68, 'validHrs': 17.35}, 'cs': {'duration': 255212499, 'buckets': {'dev': 7543, 'invalidated': 1319, 'other': 8538, 'reported': 701, 'test': 7714, 'train': 14612, 'validated': 49130}, 'reportedSentences': 698, 'clips': 58987, 'splits': {'accent': {'': 1}, 'age': {'fourties': 0.19, '': 0.36, 'thirties': 0.14, 'teens': 0.02, 'twenties': 0.27, 'fifties': 0.02, 'sixties': 0, 'seventies': 0}, 'gender': {'male': 0.62, '': 0.35, 'female': 0.02, 'other': 0}}, 'users': 578, 'size': 1795704611, 'checksum': '65b2cc61d58e100db51099a90365376f0e46794e2f2cd3a55940a9c870d7bf3a', 'avgDurationSecs': 4.327, 'validDurationSecs': 212565.312, 'totalHrs': 70.89, 'validHrs': 59.04}, 'pl': {'duration': 604034894, 'buckets': {'dev': 8294, 'invalidated': 6136, 'other': 4686, 'reported': 537, 'test': 8294, 'train': 16539, 'validated': 123870}, 'reportedSentences': 537, 'clips': 134692, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.28, '': 0.24, 'teens': 0.02, 'thirties': 0.33, 'fourties': 0.12, 'fifties': 0.01, 'nineties': 0.01, 'sixties': 0}, 'gender': {'male': 0.6, '': 0.25, 'female': 0.14, 'other': 0.01}}, 'users': 3123, 'size': 4334476289, 'checksum': 'dacae20342ecbbcdf8292859c9c086c3cf9e4124a811a8473f1930bb9fa9d784', 'avgDurationSecs': 4.485, 'validDurationSecs': 555502.942, 'totalHrs': 167.78, 'validHrs': 154.3}, 'rm-sursilv': {'duration': 38781365, 'buckets': {'dev': 1345, 'invalidated': 675, 'other': 2176, 'reported': 14, 'test': 1331, 'train': 1546, 'validated': 4225}, 'reportedSentences': 15, 'clips': 7076, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.03, 'twenties': 0.1, '': 0.64, 'teens': 0.06, 'fourties': 0.17}, 'gender': {'male': 0.17, 'female': 0.19, '': 0.64, 'other': 0}}, 'users': 86, 'size': 292992052, 'checksum': '6abb81458703971ae3a75753d39f09ca58c92e1091031a5e5e7f70bbc6d081c9', 'avgDurationSecs': 5.481, 'validDurationSecs': 23155.917, 'totalHrs': 10.77, 'validHrs': 6.43}, 'rm-vallader': {'duration': 15115550, 'buckets': {'dev': 377, 'invalidated': 392, 'other': 720, 'reported': 34, 'test': 439, 'train': 666, 'validated': 1489}, 'reportedSentences': 33, 'clips': 2601, 'splits': {'accent': {'': 1}, 'age': {'': 0.36, 'fourties': 0.41, 'twenties': 0.14, 'thirties': 0.06, 'fifties': 0, 'sixties': 0.03}, 'gender': {'': 0.36, 'male': 0.44, 'female': 0.19, 'other': 0.01}}, 'users': 52, 'size': 115478749, 'checksum': 'f703ec8a0021dc9b79b9fbbb4b1a476f8c40d6ecba3f5a533c885f74b796f753', 'avgDurationSecs': 5.811, 'validDurationSecs': 8653.231, 'totalHrs': 4.19, 'validHrs': 2.4}, 'mn': {'duration': 68433164, 'buckets': {'dev': 1859, 'invalidated': 755, 'other': 3444, 'reported': 21, 'test': 1886, 'train': 2160, 'validated': 8300}, 'reportedSentences': 22, 'clips': 12499, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.22, '': 0.27, 'twenties': 0.41, 'fourties': 0.01, 'teens': 0.02, 'nineties': 0.06, 'fifties': 0}, 'gender': {'male': 0.36, '': 0.27, 'female': 0.31, 'other': 0.06}}, 'users': 478, 'size': 520448499, 'checksum': '6576938cb5562ce78fbd88095ba628e337a9b0a514599f8dfaa8406365d82435', 'avgDurationSecs': 5.475, 'validDurationSecs': 45443.256, 'totalHrs': 19, 'validHrs': 12.62}, 'zh-HK': {'duration': 487386312, 'buckets': {'dev': 5591, 'invalidated': 4289, 'other': 21310, 'reported': 653, 'test': 5591, 'train': 8423, 'validated': 90698}, 'reportedSentences': 642, 'clips': 116297, 'splits': {'accent': {'': 1}, 'age': {'fourties': 0.13, 'thirties': 0.11, '': 0.39, 'teens': 0.02, 'fifties': 0.02, 'seventies': 0, 'sixties': 0.01, 'twenties': 0.32}, 'gender': {'male': 0.42, '': 0.35, 'female': 0.22, 'other': 0.01}}, 'users': 2943, 'size': 3495790077, 'checksum': 'cb7b78f3152bf8612a71a1c2256b6c9c1b529e1dbec29356444f102527879ea7', 'avgDurationSecs': 4.191, 'validDurationSecs': 380104.076, 'totalHrs': 135.38, 'validHrs': 105.58}, 'ab': {'duration': 303837264, 'buckets': {'dev': 9152, 'invalidated': 5274, 'other': 11965, 'reported': 220, 'test': 9124, 'train': 21027, 'validated': 41955}, 'reportedSentences': 219, 'clips': 59194, 'splits': {'accent': {'': 1}, 'age': {'seventies': 0.01, 'thirties': 0.13, '': 0.18, 'teens': 0.28, 'twenties': 0.18, 'fifties': 0.06, 'sixties': 0.05, 'fourties': 0.09, 'eighties': 0.01}, 'gender': {'male': 0.18, 'female': 0.64, '': 0.18}}, 'users': 399, 'size': 1735941482, 'checksum': '465528bf6238587d6d6d4ec99bac71e41d4fa3ed1b7b7f0a3a2a61a11d1a556d', 'avgDurationSecs': 5.133, 'validDurationSecs': 215351.09, 'totalHrs': 84.39, 'validHrs': 59.81}, 'cv': {'duration': 94204992, 'buckets': {'dev': 1142, 'invalidated': 2038, 'other': 1329, 'reported': 143, 'test': 1285, 'train': 1546, 'validated': 15216}, 'reportedSentences': 139, 'clips': 18583, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.52, '': 0.2, 'fourties': 0.06, 'thirties': 0.01, 'teens': 0.2, 'fifties': 0.01}, 'gender': {'male': 0.54, '': 0.18, 'female': 0.28}}, 'users': 104, 'size': 644876766, 'checksum': '865ab51ef224de462bcbe30408bbbeddfc2915e25f85283831a66c79ad2aa2fa', 'avgDurationSecs': 5.069, 'validDurationSecs': 77136.262, 'totalHrs': 26.16, 'validHrs': 21.42}, 'uk': {'duration': 310843140, 'buckets': {'dev': 7181, 'invalidated': 2505, 'other': 7907, 'reported': 593, 'test': 7184, 'train': 12650, 'validated': 54839}, 'reportedSentences': 594, 'clips': 65251, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.25, 'teens': 0.1, '': 0.26, 'fourties': 0.12, 'thirties': 0.27, 'fifties': 0, 'sixties': 0}, 'gender': {'male': 0.59, 'female': 0.15, '': 0.26}}, 'users': 759, 'size': 2107776630, 'checksum': '94df9e01e8a774ad590274c090f6683e8698108993b95a81b1c69d7c7c53c234', 'avgDurationSecs': 4.764, 'validDurationSecs': 261242.386, 'totalHrs': 86.34, 'validHrs': 72.56}, 'mt': {'duration': 61421004, 'buckets': {'dev': 1592, 'invalidated': 320, 'other': 6267, 'reported': 9, 'test': 1640, 'train': 1946, 'validated': 6370}, 'reportedSentences': 10, 'clips': 12957, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.19, '': 0.26, 'fourties': 0.17, 'thirties': 0.09, 'teens': 0.03, 'fifties': 0.26, 'sixties': 0.01}, 'gender': {'male': 0.25, '': 0.26, 'female': 0.48, 'other': 0.01}}, 'users': 209, 'size': 456665746, 'checksum': '3371481ec5d72b9ebbd3bda69f0fb50d25e76e18193c27e1dc7e2f2a9ad3cf52', 'avgDurationSecs': 4.74, 'validDurationSecs': 30196.172, 'totalHrs': 17.06, 'validHrs': 8.38}, 'as': {'duration': 11715113, 'buckets': {'dev': 469, 'invalidated': 163, 'other': 297, 'reported': 9, 'test': 308, 'train': 824, 'validated': 1601}, 'reportedSentences': 10, 'clips': 2061, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.36, '': 0.59, 'thirties': 0.04, 'teens': 0}, 'gender': {'male': 0.41, '': 0.59, 'female': 0}}, 'users': 43, 'size': 73260231, 'checksum': '291ed568bef3b2b7c1491e082e8661482a73dad5f6f7aa296c52b3cda960a928', 'avgDurationSecs': 5.684, 'validDurationSecs': 9100.386, 'totalHrs': 3.25, 'validHrs': 2.52}, 'ka': {'duration': 61768404, 'buckets': {'dev': 2309, 'invalidated': 680, 'other': 1033, 'reported': 50, 'test': 2499, 'train': 3192, 'validated': 10236}, 'reportedSentences': 51, 'clips': 11949, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.29, 'thirties': 0.23, '': 0.4, 'fourties': 0.07, 'fifties': 0.01, 'teens': 0.01}, 'gender': {'male': 0.38, 'female': 0.22, '': 0.4}}, 'users': 324, 'size': 381797966, 'checksum': 'b3110f9dfe3b3f74eb7d8904a36ba7ec60148317f3d67e37f3966d2d20274c12', 'avgDurationSecs': 5.169, 'validDurationSecs': 52913.33, 'totalHrs': 17.15, 'validHrs': 14.69}, 'fy-NL': {'duration': 464544675, 'buckets': {'dev': 3026, 'invalidated': 2913, 'other': 54421, 'reported': 427, 'test': 3026, 'train': 3701, 'validated': 36094}, 'reportedSentences': 425, 'clips': 93428, 'splits': {'accent': {'': 1}, 'age': {'': 0.59, 'fifties': 0.12, 'thirties': 0.04, 'twenties': 0.02, 'fourties': 0.07, 'sixties': 0.16, 'seventies': 0.01, 'teens': 0, 'eighties': 0}, 'gender': {'': 0.59, 'male': 0.1, 'female': 0.31}}, 'users': 1146, 'size': 2906008186, 'checksum': 'fb4980c6dc30c19cee43beef27cbe3dd8bd7ce136576008740eae03625219765', 'avgDurationSecs': 4.972, 'validDurationSecs': 179467.349, 'totalHrs': 129.04, 'validHrs': 49.85}, 'dv': {'duration': 226308267, 'buckets': {'dev': 2176, 'invalidated': 1647, 'other': 16211, 'reported': 55, 'test': 2253, 'train': 2687, 'validated': 26823}, 'reportedSentences': 56, 'clips': 44681, 'splits': {'accent': {'': 1}, 'age': {'': 0.22, 'twenties': 0.17, 'thirties': 0.36, 'fourties': 0.22, 'teens': 0.01, 'nineties': 0, 'fifties': 0.02}, 'gender': {'': 0.21, 'male': 0.28, 'female': 0.5}}, 'users': 321, 'size': 1434192033, 'checksum': '7aed6401d1453fc44f880da86697e4bd0283e28f723a07a70fc792d000236b5f', 'avgDurationSecs': 5.065, 'validDurationSecs': 135857.896, 'totalHrs': 62.86, 'validHrs': 37.73}, 'pa-IN': {'duration': 13144634, 'buckets': {'dev': 280, 'invalidated': 75, 'other': 1285, 'reported': 249, 'test': 399, 'train': 685, 'validated': 1364}, 'reportedSentences': 244, 'clips': 2724, 'splits': {'accent': {'': 1}, 'age': {'': 0.25, 'fourties': 0.04, 'fifties': 0.05, 'thirties': 0.4, 'twenties': 0.25, 'sixties': 0, 'teens': 0}, 'gender': {'': 0.25, 'male': 0.75, 'female': 0}}, 'users': 58, 'size': 94525896, 'checksum': 'b1cbc71ceb2062e0fedab43c68729da3e148c0673ccb47d370cc8b6150c549dd', 'avgDurationSecs': 4.825, 'validDurationSecs': 6581.968, 'totalHrs': 3.65, 'validHrs': 1.82}, 'vi': {'duration': 64896128, 'buckets': {'dev': 248, 'invalidated': 337, 'other': 11476, 'reported': 181, 'test': 1237, 'train': 2525, 'validated': 4543}, 'reportedSentences': 180, 'clips': 16356, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.02, 'twenties': 0.19, '': 0.25, 'teens': 0.22, 'seventies': 0, 'fourties': 0.02, 'sixties': 0.31}, 'gender': {'male': 0.53, '': 0.25, 'female': 0.2, 'other': 0.02}}, 'users': 236, 'size': 377152685, 'checksum': 'd932231ed7fca7e3dfbca761f142a2c3d3ef37f806e4c0feada5bfb40a399952', 'avgDurationSecs': 3.968, 'validDurationSecs': 18025.38, 'totalHrs': 18.02, 'validHrs': 5}, 'or': {'duration': 35899224, 'buckets': {'dev': 309, 'invalidated': 167, 'other': 5803, 'reported': 11, 'test': 220, 'train': 477, 'validated': 1148}, 'reportedSentences': 12, 'clips': 7118, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.16, '': 0.08, 'thirties': 0.76, 'fourties': 0, 'teens': 0}, 'gender': {'male': 0.92, '': 0.08, 'female': 0}}, 'users': 88, 'size': 258750215, 'checksum': 'c4bb1953da17e06096536db58931665a2df74624c4692342f0f57ec61918d5a1', 'avgDurationSecs': 5.043, 'validDurationSecs': 5789.872, 'totalHrs': 9.97, 'validHrs': 1.6}, 'ga-IE': {'duration': 33116895, 'buckets': {'dev': 513, 'invalidated': 827, 'other': 3857, 'reported': 22, 'test': 514, 'train': 532, 'validated': 4668}, 'reportedSentences': 23, 'clips': 9352, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.24, '': 0.37, 'thirties': 0.26, 'fourties': 0.04, 'sixties': 0.01, 'teens': 0.02, 'fifties': 0.05}, 'gender': {'male': 0.49, '': 0.37, 'female': 0.13, 'other': 0}}, 'users': 164, 'size': 229775200, 'checksum': 'fe2302a8e2088a3f131545e979ea40ea82f673d73aa9ebaefcd13d9604fcdf37', 'avgDurationSecs': 3.541, 'validDurationSecs': 16530.118, 'totalHrs': 9.19, 'validHrs': 4.59}, 'fi': {'duration': 61257459, 'buckets': {'dev': 1650, 'invalidated': 197, 'other': 5779, 'reported': 46, 'test': 1704, 'train': 2165, 'validated': 7387}, 'reportedSentences': 47, 'clips': 13363, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.15, '': 0.36, 'twenties': 0.11, 'fourties': 0.33, 'teens': 0.01, 'fifties': 0.04, 'seventies': 0}, 'gender': {'male': 0.27, '': 0.36, 'female': 0.37, 'other': 0}}, 'users': 197, 'size': 365601331, 'checksum': '73b9915ddfbcc23c6c6407712e35c86064f3f16486a2fe81d66c2fff662e001c', 'avgDurationSecs': 4.584, 'validDurationSecs': 33862.819, 'totalHrs': 17.01, 'validHrs': 9.4}, 'hu': {'duration': 95230009, 'buckets': {'dev': 4269, 'invalidated': 867, 'other': 1937, 'reported': 101, 'test': 4631, 'train': 7633, 'validated': 16581}, 'reportedSentences': 102, 'clips': 19385, 'splits': {'accent': {'': 1}, 'age': {'teens': 0.08, '': 0.3, 'thirties': 0.15, 'twenties': 0.38, 'fifties': 0.06, 'fourties': 0.02, 'sixties': 0.01}, 'gender': {'male': 0.6, '': 0.3, 'female': 0.11}}, 'users': 234, 'size': 614380360, 'checksum': '9f26068dcf71c0fef9924065766e3705137217891c3efb5670e702bfd63ade41', 'avgDurationSecs': 4.913, 'validDurationSecs': 81455.186, 'totalHrs': 26.45, 'validHrs': 22.62}, 'th': {'duration': 1418710008, 'buckets': {'dev': 10930, 'invalidated': 8771, 'other': 195162, 'reported': 4141, 'test': 10930, 'train': 31849, 'validated': 135897}, 'reportedSentences': 4141, 'clips': 339830, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.21, '': 0.42, 'thirties': 0.07, 'fourties': 0.04, 'teens': 0.04, 'fifties': 0.21, 'eighties': 0, 'sixties': 0}, 'gender': {'male': 0.39, '': 0.42, 'female': 0.18, 'other': 0.01}}, 'users': 7678, 'size': 8253279343, 'checksum': 'f0e9108e331e1151d54aac6e541619ee04209a1c887439f9f44d7748366be6eb', 'avgDurationSecs': 4.175, 'validDurationSecs': 567337.886, 'totalHrs': 394.08, 'validHrs': 157.59}, 'lt': {'duration': 74319884, 'buckets': {'dev': 3690, 'invalidated': 559, 'other': 1225, 'reported': 137, 'test': 3749, 'train': 5194, 'validated': 12646}, 'reportedSentences': 137, 'clips': 14430, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.34, '': 0.24, 'thirties': 0.28, 'fifties': 0.05, 'sixties': 0.01, 'teens': 0.03, 'fourties': 0.05}, 'gender': {'male': 0.62, '': 0.24, 'female': 0.14}}, 'users': 265, 'size': 456552653, 'checksum': 'dad7fa591f293f412e9b252ef519ee643ed62fc0f4c08dbb17ffde310e054d2d', 'avgDurationSecs': 5.15, 'validDurationSecs': 65131.618, 'totalHrs': 20.64, 'validHrs': 18.09}, 'lg': {'duration': 1748791683, 'buckets': {'dev': 12660, 'invalidated': 38102, 'other': 9787, 'reported': 6174, 'test': 12773, 'train': 55169, 'validated': 252479}, 'reportedSentences': 6169, 'clips': 300368, 'splits': {'accent': {'': 1}, 'age': {'': 0.27, 'thirties': 0.22, 'twenties': 0.41, 'fourties': 0.05, 'fifties': 0.04, 'teens': 0.01, 'nineties': 0, 'sixties': 0.01, 'seventies': 0, 'eighties': 0}, 'gender': {'': 0.27, 'female': 0.4, 'male': 0.33}}, 'users': 502, 'size': 10250752352, 'checksum': '18c3b9b33439cba516d5aa0307cbf299550fcf32507eacd9bfc3ac94957a9b72', 'avgDurationSecs': 5.822, 'validDurationSecs': 1469974.083, 'totalHrs': 485.77, 'validHrs': 408.32}, 'hi': {'duration': 64934772, 'buckets': {'dev': 2179, 'invalidated': 680, 'other': 3328, 'reported': 118, 'test': 2894, 'train': 4361, 'validated': 9468}, 'reportedSentences': 119, 'clips': 13476, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.34, 'fourties': 0.03, '': 0.32, 'thirties': 0.27, 'teens': 0.01, 'fifties': 0.01, 'sixties': 0}, 'gender': {'male': 0.63, 'female': 0.04, '': 0.33, 'other': 0}}, 'users': 333, 'size': 383717355, 'checksum': '97bda013c6583bfd133168c2e165e37f151219f784e9a38689f54075c4f75cf6', 'avgDurationSecs': 4.819, 'validDurationSecs': 45622.026, 'totalHrs': 18.03, 'validHrs': 12.67}, 'bas': {'duration': 9991980, 'buckets': {'dev': 457, 'invalidated': 483, 'other': 109, 'reported': 7, 'test': 444, 'train': 763, 'validated': 1664}, 'reportedSentences': 8, 'clips': 2256, 'splits': {'accent': {'': 1}, 'age': {'': 0.98, 'fourties': 0.01, 'teens': 0.01}, 'gender': {'': 0.98, 'female': 0.02}}, 'users': 32, 'size': 55577917, 'checksum': '09d698f61da142afbe1fd8d16ea6bb5f528a1038f5455c191071f1643d3fc61a', 'avgDurationSecs': 4.429, 'validDurationSecs': 7369.971, 'totalHrs': 2.77, 'validHrs': 2.04}, 'sk': {'duration': 70677972, 'buckets': {'dev': 2239, 'invalidated': 714, 'other': 290, 'reported': 30, 'test': 2267, 'train': 3007, 'validated': 16699}, 'reportedSentences': 31, 'clips': 17703, 'splits': {'accent': {'': 1}, 'age': {'': 0.53, 'thirties': 0.22, 'twenties': 0.04, 'fourties': 0.1, 'teens': 0.1}, 'gender': {'': 0.53, 'male': 0.37, 'female': 0.09, 'other': 0.01}}, 'users': 145, 'size': 396085360, 'checksum': '572f6eb7e485d428b97a43575648af7dd1b6a1e43b702ced27b84094aefdb37f', 'avgDurationSecs': 3.992, 'validDurationSecs': 66669.573, 'totalHrs': 19.63, 'validHrs': 18.51}, 'kmr': {'duration': 229331916, 'buckets': {'dev': 2833, 'invalidated': 1879, 'other': 7756, 'reported': 780, 'test': 2837, 'train': 3448, 'validated': 43772}, 'reportedSentences': 780, 'clips': 53407, 'splits': {'accent': {'': 1}, 'age': {'': 0.51, 'twenties': 0.3, 'thirties': 0.08, 'fourties': 0.03, 'fifties': 0.07, 'teens': 0.01, 'sixties': 0}, 'gender': {'': 0.5, 'male': 0.35, 'female': 0.14}}, 'users': 421, 'size': 1221004179, 'checksum': '20102f351b5134cc376d24cdc20c337ba6616bdbd146467c5654103eddb93a81', 'avgDurationSecs': 4.294, 'validDurationSecs': 187958.819, 'totalHrs': 63.7, 'validHrs': 52.21}, 'bg': {'duration': 47173572, 'buckets': {'dev': 1175, 'invalidated': 412, 'other': 1954, 'reported': 145, 'test': 1818, 'train': 3180, 'validated': 6184}, 'reportedSentences': 146, 'clips': 8550, 'splits': {'accent': {'': 1}, 'age': {'fourties': 0.34, 'thirties': 0.07, '': 0.41, 'twenties': 0.17, 'teens': 0.01, 'sixties': 0}, 'gender': {'male': 0.52, 'female': 0.06, '': 0.41}}, 'users': 72, 'size': 275428863, 'checksum': '7dd61cc78dcfe256f843ff96564fb4a8622a990d01dfe181d59871178dae6b2b', 'avgDurationSecs': 5.517, 'validDurationSecs': 34119.458, 'totalHrs': 13.1, 'validHrs': 9.47}, 'kk': {'duration': 6755904, 'buckets': {'dev': 341, 'invalidated': 195, 'other': 0, 'reported': 30, 'test': 375, 'train': 453, 'validated': 1174}, 'reportedSentences': 31, 'clips': 1369, 'splits': {'accent': {'': 1}, 'age': {'': 0.51, 'thirties': 0.03, 'twenties': 0.31, 'teens': 0.06, 'fifties': 0.1}, 'gender': {'': 0.52, 'male': 0.45, 'female': 0.03}}, 'users': 81, 'size': 38782745, 'checksum': '17d246cde024bf626662ceba6c757d8aa1465054d9e570943082d7e1c7a03316', 'avgDurationSecs': 4.935, 'validDurationSecs': 5793.595, 'totalHrs': 1.87, 'validHrs': 1.6}, 'ba': {'duration': 958413996, 'buckets': {'dev': 14557, 'invalidated': 7892, 'other': 26, 'reported': 866, 'test': 14542, 'train': 118971, 'validated': 208621}, 'reportedSentences': 863, 'clips': 216539, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.17, '': 0.3, 'fourties': 0.06, 'fifties': 0.05, 'twenties': 0.17, 'sixties': 0.2, 'seventies': 0, 'teens': 0.04}, 'gender': {'male': 0.3, '': 0.3, 'female': 0.4}}, 'users': 888, 'size': 5376324683, 'checksum': 'f3f066725689592c8f0142a518e96b07d929aa71042f19ee89a969410cd5c927', 'avgDurationSecs': 4.426, 'validDurationSecs': 923368.475, 'totalHrs': 266.22, 'validHrs': 256.49}, 'gl': {'duration': 65124252, 'buckets': {'dev': 2474, 'invalidated': 327, 'other': 4469, 'reported': 206, 'test': 2651, 'train': 3488, 'validated': 8676}, 'reportedSentences': 207, 'clips': 13472, 'splits': {'accent': {'': 1}, 'age': {'': 0.41, 'thirties': 0.37, 'fifties': 0.09, 'twenties': 0.07, 'fourties': 0.05, 'teens': 0, 'sixties': 0.01}, 'gender': {'': 0.42, 'male': 0.38, 'female': 0.19, 'other': 0.01}}, 'users': 168, 'size': 375303345, 'checksum': 'd17ca8baf6dd617f49a57dde654360ed605e3859b1641a9cf9f29e138dcce2de', 'avgDurationSecs': 4.834, 'validDurationSecs': 41940.173, 'totalHrs': 18.09, 'validHrs': 11.65}, 'ug': {'duration': 404340444, 'buckets': {'dev': 3270, 'invalidated': 3525, 'other': 6, 'reported': 275, 'test': 3270, 'train': 4072, 'validated': 63934}, 'reportedSentences': 276, 'clips': 67465, 'splits': {'accent': {'': 1}, 'age': {'': 0.58, 'fifties': 0.01, 'twenties': 0.12, 'thirties': 0.16, 'fourties': 0.12, 'teens': 0.01, 'eighties': 0}, 'gender': {'': 0.58, 'male': 0.33, 'female': 0.08, 'other': 0}}, 'users': 747, 'size': 2350804361, 'checksum': 'ba19ae7b142ab2efac62777929b2f4d281c860cb89896b37d4b87b502aa4f4ac', 'avgDurationSecs': 5.993, 'validDurationSecs': 383177.973, 'totalHrs': 112.31, 'validHrs': 106.43}, 'hy-AM': {'duration': 16732692, 'buckets': {'dev': 356, 'invalidated': 94, 'other': 1282, 'reported': 38, 'test': 397, 'train': 607, 'validated': 1361}, 'reportedSentences': 39, 'clips': 2737, 'splits': {'accent': {'': 1}, 'age': {'': 0.36, 'thirties': 0.14, 'twenties': 0.37, 'fifties': 0.04, 'teens': 0.09}, 'gender': {'': 0.36, 'male': 0.22, 'female': 0.42}}, 'users': 62, 'size': 98241701, 'checksum': 'bd4b084e56ef01f7efbe69bcee0b865173ac0bd5483c3abfd857db4e7fbccae8', 'avgDurationSecs': 6.114, 'validDurationSecs': 8320.495, 'totalHrs': 4.64, 'validHrs': 2.31}, 'be': {'duration': 4381134876, 'buckets': {'dev': 15872, 'invalidated': 27726, 'other': 16153, 'reported': 3128, 'test': 15877, 'train': 347158, 'validated': 877088}, 'reportedSentences': 3127, 'clips': 920967, 'splits': {'accent': {'': 1}, 'age': {'': 0.81, 'fourties': 0.06, 'thirties': 0.07, 'twenties': 0.05, 'teens': 0.01, 'fifties': 0, 'sixties': 0, 'seventies': 0}, 'gender': {'': 0.8, 'male': 0.08, 'female': 0.11, 'other': 0}}, 'users': 6965, 'size': 24844853632, 'checksum': 'a7ccc4301a2dfdf9becd4fb61da754accc34e6fc9f3c96d644f6b6ea21235e00', 'avgDurationSecs': 4.757, 'validDurationSecs': 4172397.954, 'totalHrs': 1216.98, 'validHrs': 1158.99}, 'ur': {'duration': 505257948, 'buckets': {'dev': 3303, 'invalidated': 3275, 'other': 85123, 'reported': 48, 'test': 3302, 'train': 4129, 'validated': 41814}, 'reportedSentences': 48, 'clips': 130212, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.88, '': 0.1, 'fourties': 0.01, 'thirties': 0, 'teens': 0.01, 'fifties': 0}, 'gender': {'male': 0.7, '': 0.1, 'female': 0.2}}, 'users': 193, 'size': 2937277928, 'checksum': 'f1d465a4280b22e81d2734fe168ababc729509bc7b9f57c58343f21afc5b816b', 'avgDurationSecs': 3.88, 'validDurationSecs': 162249.684, 'totalHrs': 140.34, 'validHrs': 45.06}, 'gn': {'duration': 24481764, 'buckets': {'dev': 489, 'invalidated': 108, 'other': 3952, 'reported': 26, 'test': 544, 'train': 654, 'validated': 1688}, 'reportedSentences': 27, 'clips': 5748, 'splits': {'accent': {'': 1}, 'age': {'': 0.27, 'twenties': 0.16, 'thirties': 0.56, 'sixties': 0.01}, 'gender': {'': 0.27, 'male': 0.67, 'female': 0.06}}, 'users': 80, 'size': 139759193, 'checksum': '4c098f64ac849cbfdeabbbb005985ba71c3da36462a7d66b463060356bf86db8', 'avgDurationSecs': 4.259, 'validDurationSecs': 7189.495, 'totalHrs': 6.8, 'validHrs': 1.99}, 'sr': {'duration': 6972588, 'buckets': {'dev': 623, 'invalidated': 42, 'other': 61, 'reported': 18, 'test': 677, 'train': 1045, 'validated': 2347}, 'reportedSentences': 19, 'clips': 2450, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.67, '': 0.15, 'fifties': 0.03, 'fourties': 0.11, 'thirties': 0.04, 'teens': 0}, 'gender': {'male': 0.38, '': 0.15, 'female': 0.47}}, 'users': 56, 'size': 38695031, 'checksum': '8afbbcc62115a5bed217eccf693839bfed8a80ed7ea412142349452994a1da11', 'avgDurationSecs': 2.846, 'validDurationSecs': 6679.455, 'totalHrs': 1.93, 'validHrs': 1.85}, 'uz': {'duration': 927212976, 'buckets': {'dev': 11727, 'invalidated': 13448, 'other': 126570, 'reported': 1784, 'test': 12290, 'train': 47606, 'validated': 84406}, 'reportedSentences': 1767, 'clips': 224424, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.39, '': 0.41, 'thirties': 0.01, 'teens': 0.18, 'fifties': 0, 'fourties': 0.01, 'nineties': 0}, 'gender': {'male': 0.44, '': 0.41, 'female': 0.15, 'other': 0}}, 'users': 2025, 'size': 5174452258, 'checksum': 'a24b838552c121bfe27a585aec5fab4a8fa8aad8b38e4b95277bb583badf41fa', 'avgDurationSecs': 4.132, 'validDurationSecs': 348725.352, 'totalHrs': 257.55, 'validHrs': 96.86}, 'mr': {'duration': 98196084, 'buckets': {'dev': 1682, 'invalidated': 2237, 'other': 2819, 'reported': 56, 'test': 1816, 'train': 2245, 'validated': 10804}, 'reportedSentences': 57, 'clips': 15860, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.13, 'sixties': 0, 'twenties': 0.29, '': 0.05, 'teens': 0.53}, 'gender': {'male': 0.19, 'female': 0.76, '': 0.05}}, 'users': 78, 'size': 575538502, 'checksum': '18fb6bbeb05feb5a525e8147e561bb651930f2c15ed7b50b2b9ef72064a1b881', 'avgDurationSecs': 6.191, 'validDurationSecs': 66892.213, 'totalHrs': 27.27, 'validHrs': 18.58}, 'da': {'duration': 37796976, 'buckets': {'dev': 2105, 'invalidated': 336, 'other': 111, 'reported': 311, 'test': 2133, 'train': 2544, 'validated': 8489}, 'reportedSentences': 311, 'clips': 8936, 'splits': {'accent': {'': 1}, 'age': {'': 0.33, 'thirties': 0.29, 'twenties': 0.2, 'sixties': 0, 'fourties': 0.13, 'fifties': 0.03, 'teens': 0}, 'gender': {'': 0.33, 'female': 0.08, 'male': 0.59}}, 'users': 209, 'size': 216858799, 'checksum': 'bd8c850acb743492894629ed104e2fcfed7d2591c0367cf07adfc70e822cc67f', 'avgDurationSecs': 4.23, 'validDurationSecs': 35906.281, 'totalHrs': 10.49, 'validHrs': 9.97}, 'myv': {'duration': 11274696, 'buckets': {'dev': 500, 'invalidated': 19, 'other': 220, 'reported': 25, 'test': 525, 'train': 690, 'validated': 1721}, 'reportedSentences': 26, 'clips': 1960, 'splits': {'accent': {'': 1}, 'age': {'sixties': 0.26, '': 0.39, 'thirties': 0.25, 'twenties': 0.09, 'teens': 0.01}, 'gender': {'male': 0.54, '': 0.39, 'female': 0.07}}, 'users': 12, 'size': 65965092, 'checksum': 'c7a086a97d4b0879822e58aa76c6dda7200fdae41ee3bf290b7051c1b3b7fced', 'avgDurationSecs': 5.752, 'validDurationSecs': 9899.873, 'totalHrs': 3.13, 'validHrs': 2.74}, 'nn-NO': {'duration': 3267000, 'buckets': {'dev': 168, 'invalidated': 16, 'other': 0, 'reported': 14, 'test': 222, 'train': 314, 'validated': 709}, 'reportedSentences': 15, 'clips': 725, 'splits': {'accent': {'': 1}, 'age': {'': 0.4, 'thirties': 0.36, 'twenties': 0.21, 'fourties': 0.04}, 'gender': {'': 0.4, 'female': 0.2, 'male': 0.37, 'other': 0.03}}, 'users': 25, 'size': 18488246, 'checksum': '3b4dd645ee96251810da56b43638d28eb1eea98f3b6cb2e6f151f5e1a074ea9f', 'avgDurationSecs': 4.506, 'validDurationSecs': 3194.901, 'totalHrs': 0.9, 'validHrs': 0.88}, 'ha': {'duration': 39648924, 'buckets': {'dev': 551, 'invalidated': 165, 'other': 5865, 'reported': 27, 'test': 542, 'train': 1939, 'validated': 3093}, 'reportedSentences': 27, 'clips': 9123, 'splits': {'accent': {'': 1}, 'age': {'': 0.19, 'thirties': 0.75, 'twenties': 0.04, 'fourties': 0, 'fifties': 0.03}, 'gender': {'': 0.18, 'male': 0.55, 'female': 0.27}}, 'users': 33, 'size': 231981708, 'checksum': '2bf4813c32cb56fd8a3b1b1be2fbf7b198ef0fea9865475f486d70a3fd9665d7', 'avgDurationSecs': 4.346, 'validDurationSecs': 13442.302, 'totalHrs': 11.01, 'validHrs': 3.73}, 'ckb': {'duration': 440906112, 'buckets': {'dev': 4857, 'invalidated': 6840, 'other': 9620, 'reported': 2343, 'test': 4862, 'train': 6874, 'validated': 96618}, 'reportedSentences': 2343, 'clips': 113078, 'splits': {'accent': {'': 1}, 'age': {'': 0.35, 'thirties': 0.12, 'twenties': 0.47, 'fourties': 0.03, 'teens': 0.02, 'fifties': 0.02}, 'gender': {'': 0.33, 'male': 0.6, 'female': 0.07, 'other': 0}}, 'users': 1201, 'size': 2383952233, 'checksum': 'f04fa532f9d9dc1e99ed188a9821da5462f728c27ec29a2e976341884607f2a5', 'avgDurationSecs': 3.899, 'validDurationSecs': 376726.39, 'totalHrs': 122.47, 'validHrs': 104.64}, 'ml': {'duration': 10261764, 'buckets': {'dev': 0, 'invalidated': 11, 'other': 1939, 'reported': 115, 'test': 112, 'train': 430, 'validated': 542}, 'reportedSentences': 116, 'clips': 2492, 'splits': {'accent': {'': 1}, 'age': {'': 0.45, 'twenties': 0.49, 'thirties': 0.05, 'fourties': 0}, 'gender': {'': 0.45, 'male': 0.55}}, 'users': 25, 'size': 59401132, 'checksum': '1cae82127fffd138b6c546b1128b6c22246e46f02272c2a72bca6e896674d9e4', 'avgDurationSecs': 4.118, 'validDurationSecs': 2231.892, 'totalHrs': 2.85, 'validHrs': 0.61}, 'mdf': {'duration': 1791720, 'buckets': {'dev': 48, 'invalidated': 7, 'other': 73, 'reported': 12, 'test': 81, 'train': 130, 'validated': 259}, 'reportedSentences': 13, 'clips': 339, 'splits': {'accent': {'': 1}, 'age': {'sixties': 0.06, '': 0.59, 'fourties': 0.35}, 'gender': {'male': 0.06, '': 0.59, 'female': 0.35}}, 'users': 10, 'size': 10526456, 'checksum': '0f54942589d6caa8497c9143c1a25771a3463c074230e40e7f9675f786f9081e', 'avgDurationSecs': 5.285, 'validDurationSecs': 1368.895, 'totalHrs': 0.49, 'validHrs': 0.38}, 'sw': {'duration': 2710469520, 'buckets': {'dev': 10233, 'invalidated': 47470, 'other': 240109, 'reported': 1861, 'test': 10238, 'train': 26614, 'validated': 219381}, 'reportedSentences': 1856, 'clips': 506960, 'splits': {'accent': {'': 1}, 'age': {'': 0.31, 'twenties': 0.44, 'thirties': 0.14, 'teens': 0, 'fifties': 0.06, 'fourties': 0.05, 'sixties': 0.01}, 'gender': {'': 0.28, 'male': 0.38, 'female': 0.34, 'other': 0}}, 'users': 705, 'size': 15844049912, 'checksum': '83b6c3a375b085320cce997bdecfece1c002b193d45f389f42fa61887ed6dfa6', 'avgDurationSecs': 5.347, 'validDurationSecs': 1172923.926, 'totalHrs': 752.9, 'validHrs': 325.81}, 'sat': {'duration': 3217608, 'buckets': {'dev': 0, 'invalidated': 10, 'other': 316, 'reported': 6, 'test': 118, 'train': 277, 'validated': 395}, 'reportedSentences': 7, 'clips': 721, 'splits': {'accent': {'': 1}, 'age': {'': 0.43, 'twenties': 0.42, 'fourties': 0.01, 'fifties': 0.01, 'teens': 0.01, 'thirties': 0.12}, 'gender': {'': 0.4, 'male': 0.58, 'female': 0.01}}, 'users': 11, 'size': 17630034, 'checksum': 'e93b571ca6cc790730045c01a0e7588875f08bd3e21cce0d1e8d51e5b45397eb', 'avgDurationSecs': 4.463, 'validDurationSecs': 1762.767, 'totalHrs': 0.89, 'validHrs': 0.48}, 'tig': {'duration': 103284, 'buckets': {'dev': 0, 'invalidated': 12, 'other': 0, 'reported': 0, 'test': 1, 'train': 10, 'validated': 11}, 'reportedSentences': 1, 'clips': 23, 'splits': {'accent': {'': 1}, 'age': {'': 0.78, 'twenties': 0.22}, 'gender': {'': 0.78, 'male': 0.22}}, 'users': 5, 'size': 603433, 'checksum': '6e9b5f27882feb0a335a290a1ed40c6a38644909e27b6806070b1915606975c4', 'avgDurationSecs': 4.491, 'validDurationSecs': 49.397, 'totalHrs': 0.02, 'validHrs': 0.01}, 'ig': {'duration': 31132332, 'buckets': {'dev': 2, 'invalidated': 2, 'other': 5678, 'reported': 13, 'test': 4, 'train': 8, 'validated': 14}, 'reportedSentences': 13, 'clips': 5694, 'splits': {'accent': {'': 1}, 'age': {'': 0.56, 'twenties': 0.32, 'teens': 0.05, 'eighties': 0, 'thirties': 0.04, 'sixties': 0.02, 'fourties': 0}, 'gender': {'': 0.56, 'male': 0.13, 'female': 0.3}}, 'users': 105, 'size': 181851495, 'checksum': 'ffde860516825ed5a96b3b4b4cf71203e18930b270afee687aed64470be6bd34', 'avgDurationSecs': 5.468, 'validDurationSecs': 76.546, 'totalHrs': 8.64, 'validHrs': 0.02}, 'nan-tw': {'duration': 36004176, 'buckets': {'dev': 617, 'invalidated': 292, 'other': 9970, 'reported': 129, 'test': 986, 'train': 1577, 'validated': 3188}, 'reportedSentences': 130, 'clips': 13450, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.19, '': 0.14, 'twenties': 0.39, 'fourties': 0.23, 'teens': 0.02, 'fifties': 0.01, 'sixties': 0}, 'gender': {'male': 0.5, '': 0.14, 'other': 0.12, 'female': 0.23}}, 'users': 112, 'size': 200271996, 'checksum': 'e01f84635aad1133d66a8e7eef7ebf2ab1012977c48299b0c42f2cc51cc6813f', 'avgDurationSecs': 2.677, 'validDurationSecs': 8533.927, 'totalHrs': 10, 'validHrs': 2.37}, 'mhr': {'duration': 496853028, 'buckets': {'dev': 13122, 'invalidated': 3286, 'other': 343, 'reported': 41, 'test': 13201, 'train': 73573, 'validated': 101683}, 'reportedSentences': 42, 'clips': 105312, 'splits': {'accent': {'': 1}, 'age': {'fifties': 0.08, '': 0.15, 'sixties': 0.07, 'thirties': 0.24, 'fourties': 0.16, 'twenties': 0.25, 'teens': 0.03, 'seventies': 0.01}, 'gender': {'male': 0.19, '': 0.15, 'female': 0.66}}, 'users': 268, 'size': 2795859878, 'checksum': '7a03c3bea72483d9ab5ab39d0d39a833f6a787e1e9ae5682a7bd1a08c70cca76', 'avgDurationSecs': 4.718, 'validDurationSecs': 479731.716, 'totalHrs': 138.01, 'validHrs': 133.25}, 'bn': {'duration': 1656201528, 'buckets': {'dev': 8353, 'invalidated': 6447, 'other': 225826, 'reported': 1345, 'test': 8353, 'train': 16777, 'validated': 36903}, 'reportedSentences': 1340, 'clips': 269176, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.02, 'twenties': 0.25, '': 0.68, 'teens': 0.04, 'fourties': 0}, 'gender': {'male': 0.27, '': 0.68, 'female': 0.05, 'other': 0}}, 'users': 20866, 'size': 9531062265, 'checksum': '363bea11b09b5e839031c026214a1f9a544cc60d5711d65527af3f17696aa728', 'avgDurationSecs': 6.153, 'validDurationSecs': 227058.895, 'totalHrs': 460.05, 'validHrs': 63.07}, 'tok': {'duration': 35868456, 'buckets': {'dev': 1807, 'invalidated': 187, 'other': 2303, 'reported': 89, 'test': 1866, 'train': 2173, 'validated': 7209}, 'reportedSentences': 90, 'clips': 9699, 'splits': {'accent': {'': 1}, 'age': {'': 0.42, 'twenties': 0.18, 'teens': 0.29, 'thirties': 0.11, 'fourties': 0}, 'gender': {'': 0.42, 'male': 0.46, 'other': 0.04, 'female': 0.08}}, 'users': 82, 'size': 208629893, 'checksum': '7f2255c6f5d3897111e1a7647e00da926ce300cf93b91fe6ee7bbb681bce3c62', 'avgDurationSecs': 3.698, 'validDurationSecs': 26660.037, 'totalHrs': 9.96, 'validHrs': 7.4}, 'yue': {'duration': 188105256, 'buckets': {'dev': 2419, 'invalidated': 1559, 'other': 25100, 'reported': 770, 'test': 2438, 'train': 2877, 'validated': 18761}, 'reportedSentences': 771, 'clips': 45420, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.16, '': 0.42, 'twenties': 0.34, 'fourties': 0.03, 'sixties': 0.01, 'fifties': 0, 'teens': 0.04}, 'gender': {'male': 0.33, '': 0.47, 'female': 0.19, 'other': 0.02}}, 'users': 743, 'size': 1056711049, 'checksum': 'd66f0107e838c04d73dfac0d759cd8464d6bf50c80ac745dd360f9c27503c1e7', 'avgDurationSecs': 4.141, 'validDurationSecs': 77697.99, 'totalHrs': 52.25, 'validHrs': 21.58}, 'sah': {'duration': 24542328, 'buckets': {'dev': 1083, 'invalidated': 102, 'other': 5, 'reported': 2, 'test': 1249, 'train': 1585, 'validated': 3985}, 'reportedSentences': 3, 'clips': 4092, 'splits': {'accent': {'': 1}, 'age': {'': 0.36, 'twenties': 0.03, 'fourties': 0.07, 'thirties': 0.43, 'teens': 0.1, 'fifties': 0}, 'gender': {'': 0.36, 'male': 0.53, 'female': 0.1}}, 'users': 53, 'size': 186503130, 'checksum': 'a23f35ad90c9eb440dc7258a452190284b9c73a6bb506a5ab67304efb6f113d9', 'avgDurationSecs': 5.998, 'validDurationSecs': 23900.581, 'totalHrs': 6.81, 'validHrs': 6.63}, 'mk': {'duration': 979452, 'buckets': {'dev': 0, 'invalidated': 8, 'other': 46, 'reported': 7, 'test': 15, 'train': 115, 'validated': 130}, 'reportedSentences': 8, 'clips': 184, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.48, '': 0.33, 'twenties': 0.11, 'teens': 0.08}, 'gender': {'male': 0.67, '': 0.33}}, 'users': 6, 'size': 5763939, 'checksum': 'e254aa9e6585fb14662a77418292030ec09747d910550dc9afb516f2aca1d684', 'avgDurationSecs': 5.323, 'validDurationSecs': 692.004, 'totalHrs': 0.27, 'validHrs': 0.19}, 'sc': {'duration': 5172660, 'buckets': {'dev': 201, 'invalidated': 23, 'other': 218, 'reported': 2, 'test': 165, 'train': 439, 'validated': 936}, 'reportedSentences': 3, 'clips': 1177, 'splits': {'accent': {'': 1}, 'age': {'': 0.6, 'thirties': 0.31, 'twenties': 0.09}, 'gender': {'': 0.6, 'female': 0.35, 'male': 0.04}}, 'users': 12, 'size': 29824198, 'checksum': '56bb1cf602f92b62c02a8b62229df9bd48ddd0831066b15d3c77f396ecab245f', 'avgDurationSecs': 4.395, 'validDurationSecs': 4113.517, 'totalHrs': 1.43, 'validHrs': 1.14}, 'skr': {'duration': 19023912, 'buckets': {'dev': 183, 'invalidated': 372, 'other': 2301, 'reported': 16, 'test': 641, 'train': 1201, 'validated': 2029}, 'reportedSentences': 2, 'clips': 4702, 'splits': {'accent': {'': 1}, 'age': {'': 0.32, 'twenties': 0.23, 'fifties': 0.43, 'teens': 0, 'fourties': 0, 'thirties': 0.01}, 'gender': {'': 0.32, 'male': 0.68}}, 'users': 37, 'size': 110889142, 'checksum': '08b2c06adc70b54095bdd5e3a5997506d31bd6e00963896d87c56c7d21053d1a', 'avgDurationSecs': 4.046, 'validDurationSecs': 8209.17, 'totalHrs': 5.28, 'validHrs': 2.28}, 'ti': {'buckets': {'dev': 0, 'invalidated': 0, 'other': 7, 'reported': 0, 'test': 1, 'train': 5, 'validated': 6}, 'reportedSentences': 1, 'duration': 77904, 'clips': 13, 'splits': {'accent': {'': 1}, 'age': {'': 1}, 'gender': {'': 1}}, 'users': 3, 'size': 460760, 'checksum': 'de3abadad6e2b61e738ca5c13624869dce419b2bdd6acc217f11e7dc39ef76b5', 'avgDurationSecs': 5.993, 'validDurationSecs': 35.956, 'totalHrs': 0.02, 'validHrs': 0}, 'mrj': {'duration': 59447412, 'buckets': {'dev': 3279, 'invalidated': 199, 'other': 176, 'reported': 34, 'test': 3818, 'train': 5710, 'validated': 12935}, 'reportedSentences': 35, 'clips': 13310, 'splits': {'accent': {'': 1}, 'age': {'twenties': 0.36, '': 0.11, 'thirties': 0.04, 'sixties': 0.08, 'fourties': 0.23, 'fifties': 0.17, 'teens': 0}, 'gender': {'male': 0.32, 'female': 0.57, '': 0.11}}, 'users': 27, 'size': 344883390, 'checksum': '758cc264f68160cd1c0cfb1cae52554ac7c37175b5684fd8f5eb56af39756cd2', 'avgDurationSecs': 4.466, 'validDurationSecs': 57772.522, 'totalHrs': 16.51, 'validHrs': 16.04}, 'tw': {'duration': 5580, 'buckets': {'dev': 0, 'invalidated': 0, 'other': 0, 'reported': 1, 'test': 0, 'train': 1, 'validated': 1}, 'reportedSentences': 2, 'clips': 1, 'splits': {'accent': {'': 1}, 'age': {'': 1}, 'gender': {'': 1}}, 'users': 1, 'size': 33844, 'checksum': '12fc0220ad3fb5d9522aef10186d42273918d29ad58456fc5a73310bb4bf58c3', 'avgDurationSecs': 5.58, 'validDurationSecs': 5.58, 'totalHrs': 0, 'validHrs': 0}, 'vot': {'duration': 1025976, 'buckets': {'dev': 0, 'invalidated': 324, 'other': 0, 'test': 6, 'train': 96, 'validated': 102}, 'clips': 426, 'splits': {'accent': {'': 1}, 'age': {'': 0.25, 'twenties': 0.73, 'teens': 0.01}, 'gender': {'': 0.25, 'male': 0.75}}, 'users': 5, 'size': 7892459, 'checksum': '4e559d4e5b3fb342cddc86cb470e0f27bfb8fce2f48a4351e13543534dbb64af', 'avgDurationSecs': 2.408, 'validDurationSecs': 245.656, 'totalHrs': 0.28, 'validHrs': 0.06}, 'az': {'duration': 630828, 'buckets': {'dev': 20, 'invalidated': 30, 'other': 2, 'reported': 0, 'test': 22, 'train': 39, 'validated': 81}, 'clips': 113, 'splits': {'accent': {'': 1}, 'age': {'': 0.43, 'twenties': 0.54, 'fourties': 0.03}, 'gender': {'': 0.43, 'male': 0.57}}, 'users': 16, 'size': 3685781, 'checksum': '8b51750a0cbcccfa5f081b0c3b358030d9bf83e21a351bfe5e618c0bfc125655', 'avgDurationSecs': 5.583, 'validDurationSecs': 452.186, 'totalHrs': 0.17, 'validHrs': 0.12}, 'ast': {'duration': 921168, 'buckets': {'dev': 0, 'invalidated': 0, 'other': 203, 'test': 2, 'train': 9, 'validated': 11}, 'clips': 214, 'splits': {'accent': {'': 1}, 'age': {'': 1}, 'gender': {'': 1}}, 'users': 2, 'size': 5399239, 'checksum': '5d486544bfd98347d78fbfdd3a091efbef12e34e34bc86800c79bfa21b356c3e', 'avgDurationSecs': 4.305, 'validDurationSecs': 47.35, 'totalHrs': 0.25, 'validHrs': 0.01}, 'ne-NP': {'duration': 827172, 'buckets': {'dev': 2, 'invalidated': 2, 'other': 186, 'test': 2, 'train': 5, 'validated': 9}, 'clips': 197, 'splits': {'accent': {'': 1}, 'age': {'thirties': 0.03, '': 0.87, 'twenties': 0.1}, 'gender': {'male': 0.13, '': 0.87}}, 'users': 7, 'size': 4759225, 'checksum': 'f18c6290ac79cd301a48cc228ee1d667d66322edf634b28d2ba2d12a730a4500', 'avgDurationSecs': 4.199, 'validDurationSecs': 37.79, 'totalHrs': 0.22, 'validHrs': 0.01}}, 'totalDuration': 87156202251, 'totalValidDurationSecs': 59087456, 'totalHrs': 24210, 'totalValidHrs': 16413, 'version': '11.0.0'}
transcript/asr_nepali_test.tsv ADDED
The diff for this file is too large to render. See raw diff
 
transcript/asr_nepali_train.tsv ADDED
The diff for this file is too large to render. See raw diff