Datasets:
carlosdanielhernandezmena
commited on
Commit
β’
86e9383
1
Parent(s):
a3227a0
Creating the repo structure along with the dataloader
Browse files- annotated_catalan_common_voice_v17.py +229 -0
- corpus/files/annotated_dev.paths +1 -0
- annotated_dev.tsv β corpus/files/annotated_dev.tsv +0 -0
- corpus/files/annotated_invalidated.paths +3 -0
- annotated_invalidated.tsv β corpus/files/annotated_invalidated.tsv +0 -0
- corpus/files/annotated_other.paths +12 -0
- annotated_other.tsv β corpus/files/annotated_other.tsv +0 -0
- corpus/files/annotated_test.paths +1 -0
- annotated_test.tsv β corpus/files/annotated_test.tsv +0 -0
- corpus/files/annotated_train.paths +29 -0
- annotated_train.tsv β corpus/files/annotated_train.tsv +0 -0
- corpus/files/annotated_validated.paths +46 -0
- annotated_validated.tsv β corpus/files/annotated_validated.tsv +0 -0
annotated_catalan_common_voice_v17.py
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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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import datasets
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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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_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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_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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_HOMEPAGE = "https://huggingface.co/datasets/projecte-aina/annotated_catalan_common_voice_v17"
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_LICENSE = "CC-BY-4.0, See https://creativecommons.org/licenses/by/4.0/"
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_BASE_DATA_DIR = "corpus/"
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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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_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")
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_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")
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class AnnotatedCatalanCommonVoicev17Config(datasets.BuilderConfig):
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"""BuilderConfig for The Annotated Catalan Common Voice v17"""
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def __init__(self, name, **kwargs):
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name=_NAME
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super().__init__(name=name, **kwargs)
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class AnnotatedCatalanCommonVoicev17(datasets.GeneratorBasedBuilder):
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"""Annotated Catalan Common Voice v17"""
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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),
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)
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]
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def _info(self):
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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"),
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"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"),
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"annotated_accent": datasets.Value("string"),
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"annotated_accent_agreement": datasets.Value("string"),
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"annotated_gender": datasets.Value("string"),
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"annotated_gender_agreement": datasets.Value("string"),
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"propagated_gender": datasets.Value("string"),
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"propagated_accents": datasets.Value("string"),
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"propagated_accents_norm": datasets.Value("string"),
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"variant_norm": datasets.Value("string"),
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"assigned_accent": datasets.Value("string"),
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"assigned_gender": datasets.Value("string"),
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}
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)
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=features,
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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metadata_dev=dl_manager.download_and_extract(_METADATA_DEV)
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metadata_invalidated=dl_manager.download_and_extract(_METADATA_INVALIDATED)
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metadata_other=dl_manager.download_and_extract(_METADATA_OTHER)
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metadata_test=dl_manager.download_and_extract(_METADATA_TEST)
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metadata_train=dl_manager.download_and_extract(_METADATA_TRAIN)
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metadata_validated=dl_manager.download_and_extract(_METADATA_VALIDATED)
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tars_dev=dl_manager.download_and_extract(_TARS_DEV)
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tars_invalidated=dl_manager.download_and_extract(_TARS_INVALIDATED)
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tars_other=dl_manager.download_and_extract(_TARS_OTHER)
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tars_test=dl_manager.download_and_extract(_TARS_TEST)
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tars_train=dl_manager.download_and_extract(_TARS_TRAIN)
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tars_validated=dl_manager.download_and_extract(_TARS_VALIDATED)
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hash_tar_files=defaultdict(dict)
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with open(tars_dev,'r') as f:
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hash_tar_files['validation']=[path.replace('\n','') for path in f]
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with open(tars_invalidated,'r') as f:
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hash_tar_files['invalidated']=[path.replace('\n','') for path in f]
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with open(tars_other,'r') as f:
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hash_tar_files['other']=[path.replace('\n','') for path in f]
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with open(tars_test,'r') as f:
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hash_tar_files['test']=[path.replace('\n','') for path in f]
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with open(tars_train,'r') as f:
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hash_tar_files['train']=[path.replace('\n','') for path in f]
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with open(tars_validated,'r') as f:
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hash_tar_files['validated']=[path.replace('\n','') for path in f]
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hash_meta_paths={"validation":metadata_dev,
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"invalidated":metadata_invalidated,
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"other":metadata_other,
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"test":metadata_test,
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"train":metadata_train,
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"validated":metadata_validated}
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audio_paths = dl_manager.download(hash_tar_files)
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splits=["validation","invalidated","other","test","train","validated"]
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local_extracted_audio_paths = (
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dl_manager.extract(audio_paths) if not dl_manager.is_streaming else
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{
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split:[None] * len(audio_paths[split]) for split in splits
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}
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)
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return [
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datasets.SplitGenerator(
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name="validation",
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gen_kwargs={
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"audio_archives":[dl_manager.iter_archive(archive) for archive in audio_paths["validation"]],
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"local_extracted_archives_paths": local_extracted_audio_paths["validation"],
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"metadata_paths": hash_meta_paths["validation"],
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}
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),
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datasets.SplitGenerator(
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name="invalidated",
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gen_kwargs={
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"audio_archives": [dl_manager.iter_archive(archive) for archive in audio_paths["invalidated"]],
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"local_extracted_archives_paths": local_extracted_audio_paths["invalidated"],
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"metadata_paths": hash_meta_paths["invalidated"],
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}
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),
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datasets.SplitGenerator(
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name="other",
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gen_kwargs={
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"audio_archives": [dl_manager.iter_archive(archive) for archive in audio_paths["other"]],
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"local_extracted_archives_paths": local_extracted_audio_paths["other"],
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"metadata_paths": hash_meta_paths["other"],
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}
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),
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datasets.SplitGenerator(
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name="test",
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gen_kwargs={
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"audio_archives":[dl_manager.iter_archive(archive) for archive in audio_paths["test"]],
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"local_extracted_archives_paths": local_extracted_audio_paths["test"],
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"metadata_paths": hash_meta_paths["test"],
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}
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),
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datasets.SplitGenerator(
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name="train",
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gen_kwargs={
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"audio_archives": [dl_manager.iter_archive(archive) for archive in audio_paths["train"]],
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"local_extracted_archives_paths": local_extracted_audio_paths["train"],
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"metadata_paths": hash_meta_paths["train"],
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}
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),
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datasets.SplitGenerator(
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name="validated",
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gen_kwargs={
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"audio_archives": [dl_manager.iter_archive(archive) for archive in audio_paths["validated"]],
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"local_extracted_archives_paths": local_extracted_audio_paths["validated"],
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"metadata_paths": hash_meta_paths["validated"],
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}
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),
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]
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def _generate_examples(self, audio_archives, local_extracted_archives_paths, metadata_paths):
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features = ["client_id","path","sentence_id","sentence","sentence_domain","up_votes",
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"down_votes","age","gender","accents","variant","locale","segment",
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"mean quality","stdev quality","annotated_accent","annotated_accent_agreement",
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"annotated_gender","annotated_gender_agreement","propagated_gender",
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"propagated_accents","propagated_accents_norm","variant_norm","assigned_accent",
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"assigned_gender"]
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with open(metadata_paths) as f:
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metadata = {x["path"]: x for x in csv.DictReader(f, delimiter="\t")}
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+
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for audio_archive, local_extracted_archive_path in zip(audio_archives, local_extracted_archives_paths):
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for audio_filename, audio_file in audio_archive:
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audio_id =os.path.splitext(os.path.basename(audio_filename))[0]
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audio_id=audio_id+_AUDIO_EXTENSIONS
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path = os.path.join(local_extracted_archive_path, audio_filename) if local_extracted_archive_path else audio_filename
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try:
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yield audio_id, {
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"path": audio_id,
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**{feature: metadata[audio_id][feature] for feature in features},
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"audio": {"path": path, "bytes": audio_file.read()},
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}
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except:
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continue
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corpus/files/annotated_dev.paths
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/dev/ca_dev_0.tar
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annotated_dev.tsv β corpus/files/annotated_dev.tsv
RENAMED
File without changes
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corpus/files/annotated_invalidated.paths
ADDED
@@ -0,0 +1,3 @@
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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
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/invalidated/ca_invalidated_2.tar
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annotated_invalidated.tsv β corpus/files/annotated_invalidated.tsv
RENAMED
File without changes
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corpus/files/annotated_other.paths
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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
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_9.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_11.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/other/ca_other_12.tar
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annotated_other.tsv β corpus/files/annotated_other.tsv
RENAMED
File without changes
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corpus/files/annotated_test.paths
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/test/ca_test_0.tar
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annotated_test.tsv β corpus/files/annotated_test.tsv
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corpus/files/annotated_train.paths
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_0.tar
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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
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_3.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_4.tar
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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
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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
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_10.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_11.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_12.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_13.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_14.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_16.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_17.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_18.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_20.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/train/ca_train_27.tar
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annotated_train.tsv β corpus/files/annotated_train.tsv
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corpus/files/annotated_validated.paths
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_0.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_2.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_4.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_5.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_6.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_10.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_11.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_17.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_23.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_24.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_25.tar
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https://huggingface.co/datasets/mozilla-foundation/common_voice_17_0/resolve/main/audio/ca/validated/ca_validated_26.tar
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annotated_validated.tsv β corpus/files/annotated_validated.tsv
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