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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'VGGFace2 ID ', 'Set ', 'VoxCeleb2 ID ', 'Gender '}) and 1 missing columns ({'VoxCeleb1 ID\tVGGFace1 ID\tGender\tNationality\tSet'}).
This happened while the csv dataset builder was generating data using
hf://datasets/alphaqmoi/voxceleb/vox2/vox2_meta.csv (at revision e0e87372bc4f32edadc1019bec1709f865b52ed4)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
VoxCeleb2 ID : string
VGGFace2 ID : string
Gender : string
Set : string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 734
to
{'VoxCeleb1 ID\tVGGFace1 ID\tGender\tNationality\tSet': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1433, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'VGGFace2 ID ', 'Set ', 'VoxCeleb2 ID ', 'Gender '}) and 1 missing columns ({'VoxCeleb1 ID\tVGGFace1 ID\tGender\tNationality\tSet'}).
This happened while the csv dataset builder was generating data using
hf://datasets/alphaqmoi/voxceleb/vox2/vox2_meta.csv (at revision e0e87372bc4f32edadc1019bec1709f865b52ed4)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
VoxCeleb1 ID VGGFace1 ID Gender Nationality Set
string |
|---|
id10001 A.J._Buckley m Ireland dev |
id10002 A.R._Rahman m India dev |
id10003 Aamir_Khan m India dev |
id10004 Aaron_Tveit m USA dev |
id10005 Aaron_Yoo m USA dev |
id10006 Abbie_Cornish f Australia dev |
id10007 Abigail_Breslin f USA dev |
id10008 Abigail_Spencer f USA dev |
id10009 Adam_Beach m Canada dev |
id10010 Adam_Brody m USA dev |
id10011 Adam_Copeland m Canada dev |
id10012 Adam_Driver m USA dev |
id10013 Adrianne_Curry f USA dev |
id10014 Adrianne_Palicki f USA dev |
id10015 Agyness_Deyn f UK dev |
id10016 Aidan_Turner m Ireland dev |
id10017 Ajay_Devgn m India dev |
id10018 Akshay_Kumar m India dev |
id10019 Alain_Delon m Norway dev |
id10020 Alan_Alda m USA dev |
id10021 Alan_Cumming m UK dev |
id10022 Alan_Rickman m UK dev |
id10023 Alan_Tudyk m USA dev |
id10024 Alba_Rohrwacher f Italy dev |
id10025 Aldis_Hodge m USA dev |
id10026 Alex_Borstein f USA dev |
id10027 Alex_Kingston f UK dev |
id10028 Alex_Pettyfer m UK dev |
id10029 Alex_Trebek m USA dev |
id10030 Alexa_Davalos f Norway dev |
id10031 Alexander_Siddig m Sudan dev |
id10032 Alexandra_Daddario f USA dev |
id10033 Alexandra_Roach f UK dev |
id10034 Alexz_Johnson f Canada dev |
id10035 Alfre_Woodard f USA dev |
id10036 Alice_Eve f UK dev |
id10037 Alicja_Bachleda f Mexico dev |
id10038 Alison_Arngrim f USA dev |
id10039 Alison_Pill f Canada dev |
id10040 Allison_Williams f USA dev |
id10041 Amanda_Seyfried f USA dev |
id10042 Amaury_Nolasco m USA dev |
id10043 Amber_Riley f USA dev |
id10044 America_Ferrera f USA dev |
id10045 Amitabh_Bachchan m India dev |
id10046 Amy_Poehler f USA dev |
id10047 Amy_Schumer f USA dev |
id10048 Ana_Gasteyer f USA dev |
id10049 Andre_Braugher m USA dev |
id10050 Andrea_Riseborough f UK dev |
id10051 Andrew_Dice_Clay m USA dev |
id10052 Andrew_Garfield m USA dev |
id10053 Andrew_Lee_Potts m UK dev |
id10054 Andrew_Rannells m USA dev |
id10055 Andrew_Scott m Ireland dev |
id10056 Andy_Richter m USA dev |
id10057 Andy_Samberg m USA dev |
id10058 Aneurin_Barnard m UK dev |
id10059 Ang_Lee m USA dev |
id10060 Angela_Kinsey f USA dev |
id10061 Anne_Hathaway f USA dev |
id10062 Ansel_Elgort m USA dev |
id10063 Anthony_Anderson m USA dev |
id10064 Anthony_Mackie m USA dev |
id10065 Anthony_Rapp m USA dev |
id10066 Anton_Yelchin m USA dev |
id10067 Antonio_Cupo m Canada dev |
id10068 Arden_Cho f USA dev |
id10069 Armand_Assante m USA dev |
id10070 Armie_Hammer m USA dev |
id10071 Asa_Butterfield m UK dev |
id10072 Ashley_Greene f USA dev |
id10073 Ashley_Jensen f UK dev |
id10074 Audra_McDonald f USA dev |
id10075 Audrina_Patridge f USA dev |
id10076 Avan_Jogia m Canada dev |
id10077 B.J._Novak m USA dev |
id10078 Barbara_Eden f USA dev |
id10079 Barbara_Hershey f USA dev |
id10080 Bear_Grylls m UK dev |
id10081 Bellamy_Young f USA dev |
id10082 Ben_Feldman m USA dev |
id10083 Ben_McKenzie m USA dev |
id10084 Ben_Stiller m USA dev |
id10085 Ben_Whishaw m UK dev |
id10086 Beth_Grant f USA dev |
id10087 Bethany_Mota f USA dev |
id10088 Betty_White f USA dev |
id10089 Bill_Nighy m UK dev |
id10090 Bill_Pullman m USA dev |
id10091 Billie_Joe_Armstrong m USA dev |
id10092 Bingbing_Li f China dev |
id10093 Blair_Underwood m USA dev |
id10094 Blake_Michael m USA dev |
id10095 Blake_Shelton m USA dev |
id10096 Bob_Barker m USA dev |
id10097 Bobby_Cannavale m USA dev |
id10098 Bonnie_Wright f UK dev |
id10099 Booboo_Stewart m USA dev |
id10100 Brad_Paisley m USA dev |
End of preview.
This dataset includes both VoxCeleb and VoxCeleb2
Multipart Zips
Already joined zips for convenience but these specified files are NOT part of the original datasets
vox2_mp4_1.zip - vox2_mp4_6.zip
vox2_aac_1.zip - vox2_aac_2.zip
Joining Zip
cat vox1_dev* > vox1_dev_wav.zip
cat vox2_dev_aac* > vox2_aac.zip
cat vox2_dev_mp4* > vox2_mp4.zip
Citation Information
@article{Nagrani19,
author = "Arsha Nagrani and Joon~Son Chung and Weidi Xie and Andrew Zisserman",
title = "Voxceleb: Large-scale speaker verification in the wild",
journal = "Computer Science and Language",
year = "2019",
publisher = "Elsevier",
}
@inProceedings{Chung18b,
author = "Chung, J.~S. and Nagrani, A. and Zisserman, A.",
title = "VoxCeleb2: Deep Speaker Recognition",
booktitle = "INTERSPEECH",
year = "2018",
}
@article{DBLP:journals/corr/NagraniCZ17,
author = {Arsha Nagrani and
Joon Son Chung and
Andrew Zisserman},
title = {VoxCeleb: a large-scale speaker identification dataset},
journal = {CoRR},
volume = {abs/1706.08612},
year = {2017},
url = {http://arxiv.org/abs/1706.08612},
eprinttype = {arXiv},
eprint = {1706.08612},
timestamp = {Mon, 13 Aug 2018 16:47:04 +0200},
biburl = {https://dblp.org/rec/journals/corr/NagraniCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Contributions
Thanks to @ProgramComputer for adding this dataset.
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