Datasets:
carlosdanielhernandezmena
commited on
Commit
•
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1
Parent(s):
a72f842
Convert dataset to Parquet (#1)
Browse files- Convert dataset to Parquet (329b1964b4dbf36e40934807c5dab1584e680e83)
- Delete loading script (ccf7cba3760cd2b90863852721995853a727b611)
- Delete data file (d269a28a78f83134f24c007035f4659547b3d2a3)
- Delete data file (6342c2cef7ee7f3ce1bd12985fd95e195cd4bbeb)
- Delete data file (01ce04da670b0d5e5313e4e81da23c65562a7dee)
- Delete data file (18332f08cb5112e47b0ffa01418c8166538dcc27)
- Delete data file (1c1da3469d26b7dfdacfdb086b342316511f23fd)
- Delete data file (48286381cb9147126fdd079d6b516226911ddbcd)
- Delete data file (5e74e86b6c06bfa69189ab4becea859fe01dcd13)
- Delete data file (6a7895d522225cc681129c17aeffc2110994396e)
- Delete data file (52ccb4b6db04b444ea273ee2b82f1d71deccb8d5)
- README.md +31 -0
- corpus/files/metadata_train.tsv +0 -0
- corpus/files/tars_train.paths +0 -6
- corpus/speech/train/remove.txt +0 -0
- corpus/speech/train/spain.tar.gz +0 -3
- corpus/speech/train/unknown.tar.gz +0 -3
- voxforge_spanish.py +0 -121
- corpus/speech/train/latin_america.tar.gz → voxforge_spanish/train-00000-of-00008.parquet +2 -2
- corpus/speech/train/mexico.tar.gz → voxforge_spanish/train-00001-of-00008.parquet +2 -2
- corpus/speech/train/argentina.tar.gz → voxforge_spanish/train-00002-of-00008.parquet +2 -2
- corpus/speech/train/chile.tar.gz → voxforge_spanish/train-00003-of-00008.parquet +2 -2
- voxforge_spanish/train-00004-of-00008.parquet +3 -0
- voxforge_spanish/train-00005-of-00008.parquet +3 -0
- voxforge_spanish/train-00006-of-00008.parquet +3 -0
- voxforge_spanish/train-00007-of-00008.parquet +3 -0
README.md
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---
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license: gpl-3.0
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---
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---
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license: gpl-3.0
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dataset_info:
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config_name: voxforge_spanish
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features:
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- name: audio_id
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dtype: string
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- name: audio
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dtype:
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audio:
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sampling_rate: 16000
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- name: speaker_id
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dtype: string
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- name: country
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dtype: string
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- name: gender
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dtype: string
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- name: duration
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dtype: float32
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- name: normalized_text
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dtype: string
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splits:
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- name: train
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num_bytes: 3796458902.464
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num_examples: 21692
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download_size: 3441019616
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dataset_size: 3796458902.464
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configs:
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- config_name: voxforge_spanish
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data_files:
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- split: train
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path: voxforge_spanish/train-*
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default: true
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---
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corpus/files/metadata_train.tsv
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See raw diff
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corpus/files/tars_train.paths
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corpus/speech/train/argentina.tar.gz
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corpus/speech/train/chile.tar.gz
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corpus/speech/train/latin_america.tar.gz
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corpus/speech/train/mexico.tar.gz
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corpus/speech/train/spain.tar.gz
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corpus/speech/train/unknown.tar.gz
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corpus/speech/train/remove.txt
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corpus/speech/train/spain.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:de507d80db74ee777766af6ef7213e12a44fd6b639dc3fc78fcf0c32e0c1101e
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size 2565077667
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corpus/speech/train/unknown.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:22b01b9151ea36e0792021d5334fc5c85b7dc00eca8a0d6cc9169790e2cd1712
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size 76117697
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voxforge_spanish.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="voxforge_spanish"
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_VERSION="1.0.0"
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_DESCRIPTION = """
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The VOXFORGE SPANISH CORPUS has a duration of 49 hours and it is constituted by read speech
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recorded by more than 2 thousand speakers. Most of the speakers contribute with 10 recordings
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of approximately 10 seconds of duration each.
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"""
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_CITATION = """
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@misc{menavoxforgespanish2017,
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title={VOXFORGE SPANISH CORPUS: Audio and Transcripts in Spanish with a CIEMPIESS Corpus style, taken from voxforge.org},
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author={Hernandez Mena, Carlos Daniel},
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year={2017},
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url={https://huggingface.co/ciempiess/voxforge_spanish},
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}
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"""
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_HOMEPAGE = "https://huggingface.co/ciempiess/voxforge_spanish"
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_LICENSE = "GPLv3, See https://www.gnu.org/licenses/gpl.txt"
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_BASE_DATA_DIR = "corpus/"
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_METADATA_TRAIN = os.path.join(_BASE_DATA_DIR,"files", "metadata_train.tsv")
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_TARS_TRAIN = os.path.join(_BASE_DATA_DIR,"files", "tars_train.paths")
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class VoxforgeSpanishConfig(datasets.BuilderConfig):
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"""BuilderConfig for VOXFORGE SPANISH CORPUS"""
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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 VoxforgeSpanish(datasets.GeneratorBasedBuilder):
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"""VOXFORGE SPANISH CORPUS"""
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VERSION = datasets.Version(_VERSION)
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BUILDER_CONFIGS = [
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VoxforgeSpanishConfig(
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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_id": datasets.Value("string"),
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"audio": datasets.Audio(sampling_rate=16000),
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"speaker_id": datasets.Value("string"),
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"country": datasets.Value("string"),
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"gender": datasets.Value("string"),
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"duration": datasets.Value("float32"),
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"normalized_text": 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_train=dl_manager.download_and_extract(_METADATA_TRAIN)
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tars_train=dl_manager.download_and_extract(_TARS_TRAIN)
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hash_tar_files=defaultdict(dict)
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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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hash_meta_paths={"train":metadata_train}
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audio_paths = dl_manager.download(hash_tar_files)
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splits=["train"]
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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=datasets.Split.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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]
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def _generate_examples(self, audio_archives, local_extracted_archives_paths, metadata_paths):
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features = ["speaker_id","country","gender","duration","normalized_text"]
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with open(metadata_paths) as f:
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metadata = {x["audio_id"]: x for x in csv.DictReader(f, delimiter="\t")}
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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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path = os.path.join(local_extracted_archive_path, audio_filename) if local_extracted_archive_path else audio_filename
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yield audio_id, {
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"audio_id": 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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corpus/speech/train/latin_america.tar.gz → voxforge_spanish/train-00000-of-00008.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:625be7793994a2aea3f38f4811104cb5b0651a329f6ca0f20d1bf23bf367cd02
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size 453137913
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corpus/speech/train/mexico.tar.gz → voxforge_spanish/train-00001-of-00008.parquet
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version https://git-lfs.github.com/spec/v1
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size
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size 444785033
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corpus/speech/train/argentina.tar.gz → voxforge_spanish/train-00002-of-00008.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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size 423742359
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corpus/speech/train/chile.tar.gz → voxforge_spanish/train-00003-of-00008.parquet
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version https://git-lfs.github.com/spec/v1
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size
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size 424912760
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voxforge_spanish/train-00004-of-00008.parquet
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version https://git-lfs.github.com/spec/v1
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voxforge_spanish/train-00005-of-00008.parquet
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version https://git-lfs.github.com/spec/v1
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voxforge_spanish/train-00006-of-00008.parquet
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version https://git-lfs.github.com/spec/v1
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voxforge_spanish/train-00007-of-00008.parquet
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version https://git-lfs.github.com/spec/v1
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size 421897458
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