carlosdanielhernandezmena commited on
Commit
86e9383
β€’
1 Parent(s): a3227a0

Creating the repo structure along with the dataloader

Browse files
annotated_catalan_common_voice_v17.py ADDED
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+ from collections import defaultdict
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+ import os
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+ import json
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+ import csv
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+
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+ import datasets
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+
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+ _NAME="annotated_catalan_common_voice_v17"
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+ _VERSION="1.0.0"
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+ _AUDIO_EXTENSIONS=".mp3"
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+
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+ _DESCRIPTION = """
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+ This version of the Catalan sentences of the Common Voice corpus v17
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+ includes metadata (gender and accent) for 263 speakers annotated by a team of experts.
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+ """
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+
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+ _CITATION = """
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+ @misc{armentanoannotated2024,
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+ title={Annotated Catalan Common Voice v17},
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+ author={Armentano, Carme},
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+ publisher={Barcelona Supercomputing Center}
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+ year={2024},
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+ url={https://huggingface.co/datasets/projecte-aina/annotated_catalan_common_voice_v17},
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+ }
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+ """
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+
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+ _HOMEPAGE = "https://huggingface.co/datasets/projecte-aina/annotated_catalan_common_voice_v17"
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+
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+ _LICENSE = "CC-BY-4.0, See https://creativecommons.org/licenses/by/4.0/"
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+
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+ _BASE_DATA_DIR = "corpus/"
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+
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+ _METADATA_DEV = os.path.join(_BASE_DATA_DIR,"files","annotated_dev.tsv")
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+ _METADATA_INVALIDATED = os.path.join(_BASE_DATA_DIR,"files","annotated_invalidated.tsv")
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+ _METADATA_OTHER = os.path.join(_BASE_DATA_DIR,"files","annotated_other.tsv")
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+ _METADATA_TEST = os.path.join(_BASE_DATA_DIR,"files","annotated_test.tsv")
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+ _METADATA_TRAIN = os.path.join(_BASE_DATA_DIR,"files","annotated_train.tsv")
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+ _METADATA_VALIDATED = os.path.join(_BASE_DATA_DIR,"files","annotated_validated.tsv")
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+
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+ _TARS_DEV = os.path.join(_BASE_DATA_DIR,"files","annotated_dev.paths")
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+ _TARS_INVALIDATED = os.path.join(_BASE_DATA_DIR,"files","annotated_invalidated.paths")
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+ _TARS_OTHER = os.path.join(_BASE_DATA_DIR,"files","annotated_other.paths")
43
+ _TARS_TEST = os.path.join(_BASE_DATA_DIR,"files","annotated_test.paths")
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+ _TARS_TRAIN = os.path.join(_BASE_DATA_DIR,"files","annotated_train.paths")
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+ _TARS_VALIDATED = os.path.join(_BASE_DATA_DIR,"files","annotated_validated.paths")
46
+
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+ class AnnotatedCatalanCommonVoicev17Config(datasets.BuilderConfig):
48
+ """BuilderConfig for The Annotated Catalan Common Voice v17"""
49
+
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+ def __init__(self, name, **kwargs):
51
+ name=_NAME
52
+ super().__init__(name=name, **kwargs)
53
+
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+ class AnnotatedCatalanCommonVoicev17(datasets.GeneratorBasedBuilder):
55
+ """Annotated Catalan Common Voice v17"""
56
+
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+ VERSION = datasets.Version(_VERSION)
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+ BUILDER_CONFIGS = [
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+ AnnotatedCatalanCommonVoicev17Config(
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+ name=_NAME,
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+ version=datasets.Version(_VERSION),
62
+ )
63
+ ]
64
+
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+ def _info(self):
66
+ features = datasets.Features(
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+ {
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+ "audio": datasets.Audio(sampling_rate=16000),
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+ "client_id": datasets.Value("string"),
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+ "path": datasets.Value("string"),
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+ "sentence_id": datasets.Value("string"),
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+ "sentence": datasets.Value("string"),
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+ "sentence_domain": datasets.Value("string"),
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+ "up_votes": datasets.Value("int32"),
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+ "down_votes": datasets.Value("int32"),
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+ "age": datasets.Value("string"),
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+ "gender": datasets.Value("string"),
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+ "accents": datasets.Value("string"),
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+ "variant": datasets.Value("string"),
80
+ "locale": datasets.Value("string"),
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+ "segment": datasets.Value("string"),
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+ "mean quality": datasets.Value("string"),
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+ "stdev quality": datasets.Value("string"),
84
+ "annotated_accent": datasets.Value("string"),
85
+ "annotated_accent_agreement": datasets.Value("string"),
86
+ "annotated_gender": datasets.Value("string"),
87
+ "annotated_gender_agreement": datasets.Value("string"),
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+ "propagated_gender": datasets.Value("string"),
89
+ "propagated_accents": datasets.Value("string"),
90
+ "propagated_accents_norm": datasets.Value("string"),
91
+ "variant_norm": datasets.Value("string"),
92
+ "assigned_accent": datasets.Value("string"),
93
+ "assigned_gender": datasets.Value("string"),
94
+ }
95
+ )
96
+ return datasets.DatasetInfo(
97
+ description=_DESCRIPTION,
98
+ features=features,
99
+ homepage=_HOMEPAGE,
100
+ license=_LICENSE,
101
+ citation=_CITATION,
102
+ )
103
+
104
+ def _split_generators(self, dl_manager):
105
+
106
+ metadata_dev=dl_manager.download_and_extract(_METADATA_DEV)
107
+ metadata_invalidated=dl_manager.download_and_extract(_METADATA_INVALIDATED)
108
+ metadata_other=dl_manager.download_and_extract(_METADATA_OTHER)
109
+ metadata_test=dl_manager.download_and_extract(_METADATA_TEST)
110
+ metadata_train=dl_manager.download_and_extract(_METADATA_TRAIN)
111
+ metadata_validated=dl_manager.download_and_extract(_METADATA_VALIDATED)
112
+
113
+ tars_dev=dl_manager.download_and_extract(_TARS_DEV)
114
+ tars_invalidated=dl_manager.download_and_extract(_TARS_INVALIDATED)
115
+ tars_other=dl_manager.download_and_extract(_TARS_OTHER)
116
+ tars_test=dl_manager.download_and_extract(_TARS_TEST)
117
+ tars_train=dl_manager.download_and_extract(_TARS_TRAIN)
118
+ tars_validated=dl_manager.download_and_extract(_TARS_VALIDATED)
119
+
120
+ hash_tar_files=defaultdict(dict)
121
+
122
+ with open(tars_dev,'r') as f:
123
+ hash_tar_files['validation']=[path.replace('\n','') for path in f]
124
+ with open(tars_invalidated,'r') as f:
125
+ hash_tar_files['invalidated']=[path.replace('\n','') for path in f]
126
+ with open(tars_other,'r') as f:
127
+ hash_tar_files['other']=[path.replace('\n','') for path in f]
128
+ with open(tars_test,'r') as f:
129
+ hash_tar_files['test']=[path.replace('\n','') for path in f]
130
+ with open(tars_train,'r') as f:
131
+ hash_tar_files['train']=[path.replace('\n','') for path in f]
132
+ with open(tars_validated,'r') as f:
133
+ hash_tar_files['validated']=[path.replace('\n','') for path in f]
134
+
135
+ hash_meta_paths={"validation":metadata_dev,
136
+ "invalidated":metadata_invalidated,
137
+ "other":metadata_other,
138
+ "test":metadata_test,
139
+ "train":metadata_train,
140
+ "validated":metadata_validated}
141
+
142
+ audio_paths = dl_manager.download(hash_tar_files)
143
+
144
+ splits=["validation","invalidated","other","test","train","validated"]
145
+ local_extracted_audio_paths = (
146
+ dl_manager.extract(audio_paths) if not dl_manager.is_streaming else
147
+ {
148
+ split:[None] * len(audio_paths[split]) for split in splits
149
+ }
150
+ )
151
+
152
+ return [
153
+ datasets.SplitGenerator(
154
+ name="validation",
155
+ gen_kwargs={
156
+ "audio_archives":[dl_manager.iter_archive(archive) for archive in audio_paths["validation"]],
157
+ "local_extracted_archives_paths": local_extracted_audio_paths["validation"],
158
+ "metadata_paths": hash_meta_paths["validation"],
159
+ }
160
+ ),
161
+ datasets.SplitGenerator(
162
+ name="invalidated",
163
+ gen_kwargs={
164
+ "audio_archives": [dl_manager.iter_archive(archive) for archive in audio_paths["invalidated"]],
165
+ "local_extracted_archives_paths": local_extracted_audio_paths["invalidated"],
166
+ "metadata_paths": hash_meta_paths["invalidated"],
167
+ }
168
+ ),
169
+ datasets.SplitGenerator(
170
+ name="other",
171
+ gen_kwargs={
172
+ "audio_archives": [dl_manager.iter_archive(archive) for archive in audio_paths["other"]],
173
+ "local_extracted_archives_paths": local_extracted_audio_paths["other"],
174
+ "metadata_paths": hash_meta_paths["other"],
175
+ }
176
+ ),
177
+ datasets.SplitGenerator(
178
+ name="test",
179
+ gen_kwargs={
180
+ "audio_archives":[dl_manager.iter_archive(archive) for archive in audio_paths["test"]],
181
+ "local_extracted_archives_paths": local_extracted_audio_paths["test"],
182
+ "metadata_paths": hash_meta_paths["test"],
183
+ }
184
+ ),
185
+ datasets.SplitGenerator(
186
+ name="train",
187
+ gen_kwargs={
188
+ "audio_archives": [dl_manager.iter_archive(archive) for archive in audio_paths["train"]],
189
+ "local_extracted_archives_paths": local_extracted_audio_paths["train"],
190
+ "metadata_paths": hash_meta_paths["train"],
191
+ }
192
+ ),
193
+ datasets.SplitGenerator(
194
+ name="validated",
195
+ gen_kwargs={
196
+ "audio_archives": [dl_manager.iter_archive(archive) for archive in audio_paths["validated"]],
197
+ "local_extracted_archives_paths": local_extracted_audio_paths["validated"],
198
+ "metadata_paths": hash_meta_paths["validated"],
199
+ }
200
+ ),
201
+ ]
202
+
203
+ def _generate_examples(self, audio_archives, local_extracted_archives_paths, metadata_paths):
204
+
205
+ features = ["client_id","path","sentence_id","sentence","sentence_domain","up_votes",
206
+ "down_votes","age","gender","accents","variant","locale","segment",
207
+ "mean quality","stdev quality","annotated_accent","annotated_accent_agreement",
208
+ "annotated_gender","annotated_gender_agreement","propagated_gender",
209
+ "propagated_accents","propagated_accents_norm","variant_norm","assigned_accent",
210
+ "assigned_gender"]
211
+
212
+ with open(metadata_paths) as f:
213
+ metadata = {x["path"]: x for x in csv.DictReader(f, delimiter="\t")}
214
+
215
+ for audio_archive, local_extracted_archive_path in zip(audio_archives, local_extracted_archives_paths):
216
+ for audio_filename, audio_file in audio_archive:
217
+ audio_id =os.path.splitext(os.path.basename(audio_filename))[0]
218
+ audio_id=audio_id+_AUDIO_EXTENSIONS
219
+ path = os.path.join(local_extracted_archive_path, audio_filename) if local_extracted_archive_path else audio_filename
220
+
221
+ try:
222
+ yield audio_id, {
223
+ "path": audio_id,
224
+ **{feature: metadata[audio_id][feature] for feature in features},
225
+ "audio": {"path": path, "bytes": audio_file.read()},
226
+ }
227
+ except:
228
+ continue
229
+
corpus/files/annotated_dev.paths ADDED
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/dev/ca_dev_0.tar
annotated_dev.tsv β†’ corpus/files/annotated_dev.tsv RENAMED
File without changes
corpus/files/annotated_invalidated.paths ADDED
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/invalidated/ca_invalidated_0.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/invalidated/ca_invalidated_1.tar
3
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/invalidated/ca_invalidated_2.tar
annotated_invalidated.tsv β†’ corpus/files/annotated_invalidated.tsv RENAMED
File without changes
corpus/files/annotated_other.paths ADDED
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1
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_0.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_1.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_2.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_3.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_4.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_5.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_6.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_7.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_8.tar
10
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_9.tar
11
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_11.tar
12
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_12.tar
annotated_other.tsv β†’ corpus/files/annotated_other.tsv RENAMED
File without changes
corpus/files/annotated_test.paths ADDED
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/test/ca_test_0.tar
annotated_test.tsv β†’ corpus/files/annotated_test.tsv RENAMED
File without changes
corpus/files/annotated_train.paths ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_0.tar
2
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_1.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_2.tar
4
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_3.tar
5
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_4.tar
6
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_5.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_6.tar
8
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_7.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_8.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_9.tar
11
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_10.tar
12
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_11.tar
13
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_12.tar
14
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_13.tar
15
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_14.tar
16
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_15.tar
17
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_16.tar
18
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_17.tar
19
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_18.tar
20
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_19.tar
21
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_20.tar
22
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_21.tar
23
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_22.tar
24
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_23.tar
25
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_24.tar
26
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_25.tar
27
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_26.tar
28
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_27.tar
29
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_28.tar
annotated_train.tsv β†’ corpus/files/annotated_train.tsv RENAMED
File without changes
corpus/files/annotated_validated.paths ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_0.tar
2
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_1.tar
3
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_2.tar
4
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_3.tar
5
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_4.tar
6
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_5.tar
7
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_6.tar
8
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_7.tar
9
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_8.tar
10
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_9.tar
11
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_10.tar
12
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_11.tar
13
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_12.tar
14
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_13.tar
15
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_14.tar
16
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_15.tar
17
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_16.tar
18
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_17.tar
19
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_18.tar
20
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_19.tar
21
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_20.tar
22
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_21.tar
23
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_22.tar
24
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_23.tar
25
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_24.tar
26
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_25.tar
27
+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_26.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_33.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_37.tar
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+ https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_45.tar
annotated_validated.tsv β†’ corpus/files/annotated_validated.tsv RENAMED
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