Update parquet files

README.md

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----
-pretty_name: Common Voice
-annotations_creators:
-- crowdsourced
-language_creators:
-- crowdsourced
-language:
-- ab
-- ar
-- as
-- br
-- ca
-- cnh
-- cs
-- cv
-- cy
-- de
-- dv
-- el
-- en
-- eo
-- es
-- et
-- eu
-- fa
-- fi
-- fr
-- fy
-- ga
-- hi
-- hsb
-- hu
-- ia
-- id
-- it
-- ja
-- ka
-- kab
-- ky
-- lg
-- lt
-- lv
-- mn
-- mt
-- nl
-- or
-- pa
-- pl
-- pt
-- rm
-- ro
-- ru
-- rw
-- sah
-- sl
-- sv
-- ta
-- th
-- tr
-- tt
-- uk
-- vi
-- vot
-- zh
-language_bcp47:
-- fy-NL
-- ga-IE
-- pa-IN
-- rm-sursilv
-- rm-vallader
-- sv-SE
-- zh-CN
-- zh-HK
-- zh-TW
-license:
-- cc0-1.0
-multilinguality:
-- multilingual
-size_categories:
-- 100K<n<1M
-- 10K<n<100K
-- 1K<n<10K
-- n<1K
-source_datasets:
-- extended|common_voice
-task_categories:
-- automatic-speech-recognition
-task_ids: []
-paperswithcode_id: common-voice
-configs:
-- ab
-- ar
-- as
-- br
-- ca
-- cnh
-- cs
-- cv
-- cy
-- de
-- dv
-- el
-- en
-- eo
-- es
-- et
-- eu
-- fa
-- fi
-- fr
-- fy-NL
-- ga-IE
-- hi
-- hsb
-- hu
-- ia
-- id
-- it
-- ja
-- ka
-- kab
-- ky
-- lg
-- lt
-- lv
-- mn
-- mt
-- nl
-- or
-- pa-IN
-- pl
-- pt
-- rm-sursilv
-- rm-vallader
-- ro
-- ru
-- rw
-- sah
-- sl
-- sv-SE
-- ta
-- th
-- tr
-- tt
-- uk
-- vi
-- vot
-- zh-CN
-- zh-HK
-- zh-TW
-dataset_info:
-- config_name: ab
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 1295622
-    num_examples: 22
-  - name: test
-    num_bytes: 411844
-    num_examples: 9
-  - name: validation
-  - name: other
-    num_bytes: 40023390
-    num_examples: 752
-  - name: validated
-    num_bytes: 1707426
-    num_examples: 31
-  - name: invalidated
-    num_bytes: 361626
-    num_examples: 8
-  download_size: 41038412
-  dataset_size: 43799908
-- config_name: ar
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 14227
-  - name: test
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-    num_examples: 7622
-  - name: validation
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-    num_examples: 7517
-  - name: other
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-    num_examples: 18283
-  - name: validated
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-    num_examples: 43291
-  - name: invalidated
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-    num_examples: 6333
-  download_size: 1756264615
-  dataset_size: 2699638982
-- config_name: as
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 270
-  - name: test
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-    num_examples: 110
-  - name: validation
-    num_bytes: 5480156
-    num_examples: 124
-  - name: other
-  - name: validated
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-    num_examples: 504
-  - name: invalidated
-    num_bytes: 886145
-    num_examples: 31
-  download_size: 22226465
-  dataset_size: 44873621
-- config_name: br
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 62238289
-    num_examples: 2780
-  - name: test
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-    num_examples: 2087
-  - name: validation
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-    num_examples: 1997
-  - name: other
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-    num_examples: 10912
-  - name: validated
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-    num_examples: 8560
-  - name: invalidated
-    num_bytes: 20861017
-    num_examples: 623
-  download_size: 465276982
-  dataset_size: 657917980
-- config_name: ca
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 12966939466
-    num_examples: 285584
-  - name: test
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-    num_examples: 15724
-  - name: validation
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-    num_examples: 15724
-  - name: other
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-    num_examples: 64446
-  - name: validated
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-    num_examples: 416701
-  - name: invalidated
-    num_bytes: 850402888
-    num_examples: 18846
-  download_size: 20743110341
-  dataset_size: 36088923158
-- config_name: cnh
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 18866674
-    num_examples: 807
-  - name: test
-    num_bytes: 24675321
-    num_examples: 752
-  - name: validation
-    num_bytes: 22162315
-    num_examples: 756
-  - name: other
-    num_bytes: 84878963
-    num_examples: 2934
-  - name: validated
-    num_bytes: 69330148
-    num_examples: 2432
-  - name: invalidated
-    num_bytes: 13642724
-    num_examples: 433
-  download_size: 161331331
-  dataset_size: 233556145
-- config_name: cs
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 5655
-  - name: test
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-    num_examples: 4144
-  - name: validation
-    num_bytes: 148312130
-    num_examples: 4118
-  - name: other
-    num_bytes: 282225475
-    num_examples: 7475
-  - name: validated
-    num_bytes: 1019817024
-    num_examples: 30431
-  - name: invalidated
-    num_bytes: 24717823
-    num_examples: 685
-  download_size: 1271909933
-  dataset_size: 1838777210
-- config_name: cv
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 31649510
-    num_examples: 931
-  - name: test
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-    num_examples: 788
-  - name: validation
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-    num_examples: 818
-  - name: other
-    num_bytes: 288294623
-    num_examples: 6927
-  - name: validated
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-    num_examples: 3496
-  - name: invalidated
-    num_bytes: 57923138
-    num_examples: 1282
-  download_size: 439329081
-  dataset_size: 565527986
-- config_name: cy
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 271642649
-    num_examples: 6839
-  - name: test
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-    num_examples: 4820
-  - name: validation
-    num_bytes: 201813388
-    num_examples: 4776
-  - name: other
-    num_bytes: 688469886
-    num_examples: 17919
-  - name: validated
-    num_bytes: 2763112391
-    num_examples: 72984
-  - name: invalidated
-    num_bytes: 146874576
-    num_examples: 3648
-  download_size: 3434474658
-  dataset_size: 4278778486
-- config_name: de
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 246525
-  - name: test
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-    num_examples: 15588
-  - name: validation
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-    num_examples: 15588
-  - name: other
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-    num_examples: 10095
-  - name: validated
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-    num_examples: 565186
-  - name: invalidated
-    num_bytes: 1440604803
-    num_examples: 32789
-  download_size: 23283812097
-  dataset_size: 37244945467
-- config_name: dv
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 118576140
-    num_examples: 2680
-  - name: test
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-    num_examples: 2202
-  - name: validation
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-    num_examples: 2077
-  - name: other
-  - name: validated
-    num_bytes: 528571107
-    num_examples: 11866
-  - name: invalidated
-    num_bytes: 37694847
-    num_examples: 840
-  download_size: 540488041
-  dataset_size: 873240591
-- config_name: el
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 2316
-  - name: test
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-    num_examples: 1522
-  - name: validation
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-    num_examples: 1401
-  - name: other
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-    num_examples: 5659
-  - name: validated
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-  - name: invalidated
-    num_bytes: 6023769
-    num_examples: 185
-  download_size: 381570611
-  dataset_size: 576729866
-- config_name: en
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 564337
-  - name: test
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-    num_examples: 16164
-  - name: validation
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-    num_examples: 16164
-  - name: other
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-    num_examples: 169895
-  - name: validated
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-    num_examples: 1224864
-  - name: invalidated
-    num_bytes: 9122973965
-    num_examples: 189562
-  download_size: 60613063630
-  dataset_size: 90988274709
-- config_name: eo
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
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-  splits:
-  - name: train
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-    num_examples: 19587
-  - name: test
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-    num_examples: 8969
-  - name: validation
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-    num_examples: 8987
-  - name: other
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-    num_examples: 2946
-  - name: validated
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-    num_examples: 58094
-  - name: invalidated
-    num_bytes: 238105462
-    num_examples: 4736
-  download_size: 2883560869
-  dataset_size: 4789068898
-- config_name: es
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 161813
-  - name: test
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-    num_examples: 15089
-  - name: validation
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-    num_examples: 15089
-  - name: other
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-    num_examples: 144791
-  - name: validated
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-    num_examples: 236314
-  - name: invalidated
-    num_bytes: 1664876264
-    num_examples: 40640
-  download_size: 16188844718
-  dataset_size: 25225577437
-- config_name: et
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 2966
-  - name: test
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-    num_examples: 2509
-  - name: validation
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-    num_examples: 2507
-  - name: other
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-    num_examples: 569
-  - name: validated
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-    num_examples: 10683
-  - name: invalidated
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-    num_examples: 3557
-  download_size: 767174465
-  dataset_size: 1228688009
-- config_name: eu
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 7505
-  - name: test
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-    num_examples: 5172
-  - name: validation
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-    num_examples: 5172
-  - name: other
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-    num_examples: 23570
-  - name: validated
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-    num_examples: 63009
-  - name: invalidated
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-    num_examples: 5387
-  download_size: 3664586106
-  dataset_size: 4602461490
-- config_name: fa
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
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-    num_examples: 7593
-  - name: test
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-    num_examples: 5213
-  - name: validation
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-    num_examples: 5213
-  - name: other
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-    num_examples: 22510
-  - name: validated
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-    num_examples: 251659
-  - name: invalidated
-    num_bytes: 499570226
-    num_examples: 11698
-  download_size: 8884585819
-  dataset_size: 10010522039
-- config_name: fi
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 460
-  - name: test
-    num_bytes: 16117529
-    num_examples: 428
-  - name: validation
-    num_bytes: 15471757
-    num_examples: 415
-  - name: other
-    num_bytes: 5836400
-    num_examples: 149
-  - name: validated
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-    num_examples: 1305
-  - name: invalidated
-    num_bytes: 2228215
-    num_examples: 59
-  download_size: 49882909
-  dataset_size: 103340685
-- config_name: fr
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 298982
-  - name: test
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-    num_examples: 15763
-  - name: validation
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-    num_examples: 15763
-  - name: other
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-    num_examples: 3222
-  - name: validated
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-    num_examples: 461004
-  - name: invalidated
-    num_bytes: 1794149368
-    num_examples: 40351
-  download_size: 19130141984
-  dataset_size: 33711620856
-- config_name: fy-NL
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 3927
-  - name: test
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-    num_examples: 3020
-  - name: validation
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-    num_examples: 2790
-  - name: other
-    num_bytes: 893887467
-    num_examples: 21569
-  - name: validated
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-  - name: invalidated
-    num_bytes: 38985422
-    num_examples: 1031
-  download_size: 1237743070
-  dataset_size: 1760842987
-- config_name: ga-IE
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 541
-  - name: test
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-    num_examples: 506
-  - name: validation
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-    num_examples: 497
-  - name: other
-    num_bytes: 61948768
-    num_examples: 2130
-  - name: validated
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-    num_examples: 3352
-  - name: invalidated
-    num_bytes: 10993268
-    num_examples: 409
-  download_size: 156553447
-  dataset_size: 213219983
-- config_name: hi
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 4860737
-    num_examples: 157
-  - name: test
-    num_bytes: 4728043
-    num_examples: 127
-  - name: validation
-    num_bytes: 5569352
-    num_examples: 135
-  - name: other
-    num_bytes: 4176110
-    num_examples: 139
-  - name: validated
-    num_bytes: 15158052
-    num_examples: 419
-  - name: invalidated
-    num_bytes: 2801051
-    num_examples: 60
-  download_size: 21424045
-  dataset_size: 37293345
-- config_name: hsb
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 387
-  - name: validation
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-    num_examples: 172
-  - name: other
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-    num_examples: 62
-  - name: validated
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-    num_examples: 1367
-  - name: invalidated
-    num_bytes: 5589972
-    num_examples: 227
-  download_size: 79362060
-  dataset_size: 154260697
-- config_name: hu
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-    num_examples: 3348
-  - name: test
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-    num_examples: 1649
-  - name: validation
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-    num_examples: 1434
-  - name: other
-    num_bytes: 12051094
-    num_examples: 295
-  - name: validated
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-    num_examples: 6457
-  - name: invalidated
-    num_bytes: 5881521
-    num_examples: 169
-  download_size: 242758708
-  dataset_size: 485766799
-- config_name: ia
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
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-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 899
-  - name: validation
-    num_bytes: 67436779
-    num_examples: 1601
-  - name: other
-    num_bytes: 30937041
-    num_examples: 1095
-  - name: validated
-    num_bytes: 197248304
-    num_examples: 5978
-  - name: invalidated
-    num_bytes: 6769573
-    num_examples: 192
-  download_size: 226499645
-  dataset_size: 432173528
-- config_name: id
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 1844
-  - name: validation
-    num_bytes: 56963520
-    num_examples: 1835
-  - name: other
-    num_bytes: 206578628
-    num_examples: 6782
-  - name: validated
-    num_bytes: 272570942
-    num_examples: 8696
-  - name: invalidated
-    num_bytes: 16566129
-    num_examples: 470
-  download_size: 475918233
-  dataset_size: 676906186
-- config_name: it
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 58015
-  - name: test
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-    num_examples: 12928
-  - name: validation
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-    num_examples: 12928
-  - name: other
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-    num_examples: 14549
-  - name: validated
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-    num_examples: 102579
-  - name: invalidated
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-    num_examples: 12189
-  download_size: 5585781573
-  dataset_size: 9621864611
-- config_name: ja
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 632
-  - name: validation
-    num_bytes: 22098940
-    num_examples: 586
-  - name: other
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-    num_examples: 885
-  - name: validated
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-    num_examples: 3072
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-    num_bytes: 17819020
-    num_examples: 504
-  download_size: 152879796
-  dataset_size: 235499111
-- config_name: ka
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 656
-  - name: validation
-    num_bytes: 24951079
-    num_examples: 527
-  - name: other
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-    num_examples: 44
-  - name: validated
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-    num_bytes: 7004160
-    num_examples: 139
-  download_size: 104280554
-  dataset_size: 216328039
-- config_name: kab
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
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-  - name: down_votes
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-  - name: age
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-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 14622
-  - name: validation
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-    num_examples: 14622
-  - name: other
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-    num_examples: 88021
-  - name: validated
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-    num_bytes: 581587104
-    num_examples: 18134
-  download_size: 17171606918
-  dataset_size: 22254426126
-- config_name: ky
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
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-    num_examples: 1503
-  - name: validation
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-    num_examples: 1511
-  - name: other
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-    num_examples: 7223
-  - name: validated
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-    num_bytes: 41007711
-    num_examples: 926
-  download_size: 579440853
-  dataset_size: 848803029
-- config_name: lg
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
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-    num_examples: 584
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-    num_bytes: 16709367
-    num_examples: 384
-  - name: other
-    num_bytes: 111180838
-    num_examples: 3110
-  - name: validated
-    num_bytes: 90606863
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-  - name: invalidated
-    num_bytes: 14069959
-    num_examples: 290
-  download_size: 208197149
-  dataset_size: 306429309
-- config_name: lt
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: age
-    dtype: string
-  - name: gender
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-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 466
-  - name: validation
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-    num_examples: 244
-  - name: other
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-    num_examples: 1629
-  - name: validated
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-    num_bytes: 4414780
-    num_examples: 102
-  download_size: 135299706
-  dataset_size: 205712134
-- config_name: lv
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
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-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
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-  - name: test
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-  - name: validation
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-    num_examples: 2002
-  - name: other
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-  - name: validated
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-    num_bytes: 4383319
-    num_examples: 143
-  download_size: 208307691
-  dataset_size: 403865679
-- config_name: mn
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
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-    num_examples: 1862
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-  - name: other
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-    num_examples: 3272
-  - name: validated
-    num_bytes: 327264827
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-    num_bytes: 31764232
-    num_examples: 667
-  download_size: 486369317
-  dataset_size: 764388679
-- config_name: mt
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
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-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
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-    num_examples: 1617
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-    num_bytes: 56412066
-    num_examples: 1516
-  - name: other
-    num_bytes: 220666971
-    num_examples: 5714
-  - name: validated
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-    num_examples: 5747
-  - name: invalidated
-    num_bytes: 12328068
-    num_examples: 314
-  download_size: 425114242
-  dataset_size: 647991084
-- config_name: nl
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 9460
-  - name: test
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-    num_examples: 5708
-  - name: validation
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-    num_examples: 4938
-  - name: other
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-    num_examples: 27
-  - name: validated
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-    num_examples: 52488
-  - name: invalidated
-    num_bytes: 115133112
-    num_examples: 3308
-  download_size: 1741827548
-  dataset_size: 2539900464
-- config_name: or
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 388
-  - name: test
-    num_bytes: 4270651
-    num_examples: 98
-  - name: validation
-    num_bytes: 5485937
-    num_examples: 129
-  - name: other
-    num_bytes: 177775963
-    num_examples: 4302
-  - name: validated
-    num_bytes: 25824418
-    num_examples: 615
-  - name: invalidated
-    num_bytes: 2701922
-    num_examples: 62
-  download_size: 199077358
-  dataset_size: 232126801
-- config_name: pa-IN
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
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-  splits:
-  - name: train
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-    num_examples: 211
-  - name: test
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-    num_examples: 116
-  - name: validation
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-    num_examples: 44
-  - name: other
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-    num_examples: 1411
-  - name: validated
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-    num_examples: 371
-  - name: invalidated
-    num_bytes: 1690766
-    num_examples: 43
-  download_size: 69748265
-  dataset_size: 85675044
-- config_name: pl
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 7468
-  - name: test
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-    num_examples: 5153
-  - name: validation
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-    num_examples: 5153
-  - name: other
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-    num_examples: 12848
-  - name: validated
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-  - name: invalidated
-    num_bytes: 180801918
-    num_examples: 4601
-  download_size: 3537012341
-  dataset_size: 4448166253
-- config_name: pt
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 6514
-  - name: test
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-    num_examples: 4641
-  - name: validation
-    num_bytes: 165966139
-    num_examples: 4592
-  - name: other
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-    num_examples: 8390
-  - name: validated
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-  - name: invalidated
-    num_bytes: 67948392
-    num_examples: 1740
-  download_size: 1704252567
-  dataset_size: 2409502053
-- config_name: rm-sursilv
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 1384
-  - name: test
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-    num_examples: 1194
-  - name: validation
-    num_bytes: 52114252
-    num_examples: 1205
-  - name: other
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-    num_examples: 2102
-  - name: validated
-    num_bytes: 166218231
-    num_examples: 3783
-  - name: invalidated
-    num_bytes: 30593270
-    num_examples: 639
-  download_size: 275950479
-  dataset_size: 456381105
-- config_name: rm-vallader
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-    num_examples: 574
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-    num_examples: 378
-  - name: validation
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-    num_examples: 357
-  - name: other
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-    num_examples: 727
-  - name: validated
-    num_bytes: 65711922
-    num_examples: 1316
-  - name: invalidated
-    num_bytes: 9356204
-    num_examples: 374
-  download_size: 108113989
-  dataset_size: 177304825
-- config_name: ro
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-    num_examples: 858
-  - name: other
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-    num_examples: 1945
-  - name: validated
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-    num_examples: 6039
-  - name: invalidated
-    num_bytes: 11108104
-    num_examples: 485
-  download_size: 261978702
-  dataset_size: 472434388
-- config_name: ru
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
-    dtype: int64
-  - name: age
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-  - name: gender
-    dtype: string
-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 8007
-  - name: validation
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-    num_examples: 7963
-  - name: other
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-    num_examples: 10247
-  - name: validated
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-    num_bytes: 145739451
-    num_examples: 3056
-  download_size: 3655676916
-  dataset_size: 5241280916
-- config_name: rw
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
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-  - name: test
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-    num_examples: 15032
-  - name: other
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-    num_examples: 22923
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-  - name: invalidated
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-    num_examples: 206790
-  download_size: 42545189583
-  dataset_size: 66956093490
-- config_name: sah
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 757
-  - name: validation
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-    num_examples: 405
-  - name: other
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-    num_examples: 1275
-  - name: validated
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-    num_examples: 2606
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-    num_bytes: 3594160
-    num_examples: 66
-  download_size: 181245626
-  dataset_size: 315710136
-- config_name: sl
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: down_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
-    dtype: string
-  - name: locale
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-  - name: segment
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-  splits:
-  - name: train
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-  - name: test
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-    num_examples: 881
-  - name: validation
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-    num_examples: 556
-  - name: other
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-    num_examples: 2502
-  - name: validated
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-  - name: invalidated
-    num_bytes: 3048301
-    num_examples: 92
-  download_size: 222751292
-  dataset_size: 340036351
-- config_name: sv-SE
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
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-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
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-    num_examples: 2027
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-    num_examples: 2019
-  - name: other
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-    num_examples: 3043
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-    num_bytes: 13462567
-    num_examples: 462
-  download_size: 421434184
-  dataset_size: 626182616
-- config_name: ta
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
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-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
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-  - name: other
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-    num_bytes: 23587453
-    num_examples: 594
-  download_size: 679766097
-  dataset_size: 909117733
-- config_name: th
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
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-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
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-  - name: test
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-    num_examples: 2188
-  - name: validation
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-  - name: other
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-    num_examples: 2671
-  - name: validated
-    num_bytes: 245734783
-    num_examples: 7028
-  - name: invalidated
-    num_bytes: 18247080
-    num_examples: 467
-  download_size: 341305736
-  dataset_size: 604921200
-- config_name: tr
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
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-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: locale
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-  splits:
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-    num_examples: 1647
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-    num_examples: 1647
-  - name: other
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-    num_examples: 325
-  - name: validated
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-  - name: invalidated
-    num_bytes: 59288266
-    num_examples: 1726
-  download_size: 620848700
-  dataset_size: 829081856
-- config_name: tt
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
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-  - name: other
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-    num_examples: 287
-  download_size: 777153207
-  dataset_size: 1385296401
-- config_name: uk
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
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-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
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-  splits:
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-    num_bytes: 55745301
-    num_examples: 1255
-  download_size: 1218559031
-  dataset_size: 1709418840
-- config_name: vi
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
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-  - name: up_votes
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-  - name: age
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-  - name: gender
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-  - name: accent
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-  - name: locale
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-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-  - name: validation
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-    num_examples: 200
-  - name: other
-    num_bytes: 31315434
-    num_examples: 870
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-    num_bytes: 19432595
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-    num_bytes: 2981661
-    num_examples: 78
-  download_size: 51929480
-  dataset_size: 73162365
-- config_name: vot
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 146467
-    num_examples: 3
-  - name: test
-  - name: validation
-  - name: other
-    num_bytes: 7963322
-    num_examples: 411
-  - name: validated
-    num_bytes: 146467
-    num_examples: 3
-  - name: invalidated
-    num_bytes: 107949
-    num_examples: 6
-  download_size: 7792602
-  dataset_size: 8364205
-- config_name: zh-CN
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-  - name: test
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-  - name: validation
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-  - name: other
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-    num_examples: 8948
-  - name: validated
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-    num_examples: 36405
-  - name: invalidated
-    num_bytes: 266234479
-    num_examples: 5305
-  download_size: 2184602350
-  dataset_size: 3875579133
-- config_name: zh-HK
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 7506
-  - name: test
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-    num_examples: 5172
-  - name: validation
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-    num_examples: 5172
-  - name: other
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-    num_examples: 38830
-  - name: validated
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-    num_examples: 41835
-  - name: invalidated
-    num_bytes: 124170969
-    num_examples: 2999
-  download_size: 2774145806
-  dataset_size: 3560649484
-- config_name: zh-TW
-  features:
-  - name: client_id
-    dtype: string
-  - name: path
-    dtype: string
-  - name: audio
-    dtype:
-      audio:
-        sampling_rate: 48000
-  - name: sentence
-    dtype: string
-  - name: up_votes
-    dtype: int64
-  - name: down_votes
-    dtype: int64
-  - name: age
-    dtype: string
-  - name: gender
-    dtype: string
-  - name: accent
-    dtype: string
-  - name: locale
-    dtype: string
-  - name: segment
-    dtype: string
-  splits:
-  - name: train
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-    num_examples: 3507
-  - name: test
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-    num_examples: 2895
-  - name: validation
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-    num_examples: 2895
-  - name: other
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-    num_examples: 22477
-  - name: validated
-    num_bytes: 1568842090
-    num_examples: 61232
-  - name: invalidated
-    num_bytes: 100241443
-    num_examples: 3584
-  download_size: 2182836295
-  dataset_size: 2556124239
----
-
-# Dataset Card for common_voice
-
-## Table of Contents
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
-
-## Dataset Description
-
-- **Homepage:** https://commonvoice.mozilla.org/en/datasets
-- **Repository:** https://github.com/common-voice/common-voice
-- **Paper:** https://commonvoice.mozilla.org/en/datasets
-- **Leaderboard:** [Needs More Information]
-- **Point of Contact:** [Needs More Information]
-
-### Dataset Summary
-
-The Common Voice dataset consists of a unique MP3 and corresponding text file. Many of the 9,283 recorded hours in the dataset also include demographic metadata like age, sex, and accent that can help train the accuracy of speech recognition engines.
-
-The dataset currently consists of 7,335 validated hours in 60 languages, but were always adding more voices and languages. Take a look at our Languages page to request a language or start contributing.
-
-### Supported Tasks and Leaderboards
-
-[Needs More Information]
-
-### Languages
-
-English
-
-## Dataset Structure
-
-### Data Instances
-
-A typical data point comprises the path to the audio file, called path and its sentence. Additional fields include accent, age, client_id, up_votes down_votes, gender, locale and segment.
-
-`
-{'accent': 'netherlands', 'age': 'fourties', 'client_id': 'bbbcb732e0f422150c30ff3654bbab572e2a617da107bca22ff8b89ab2e4f124d03b6a92c48322862f60bd0179ae07baf0f9b4f9c4e11d581e0cec70f703ba54', 'down_votes': 0, 'gender': 'male', 'locale': 'nl', 'path': 'nl/clips/common_voice_nl_23522441.mp3', 'segment': "''", 'sentence': 'Ik vind dat een dubieuze procedure.', 'up_votes': 2, 'audio': {'path': `nl/clips/common_voice_nl_23522441.mp3', 'array': array([-0.00048828, -0.00018311, -0.00137329, ...,  0.00079346, 0.00091553,  0.00085449], dtype=float32), 'sampling_rate': 48000}
-`
-
-### Data Fields
-
-client_id: An id for which client (voice) made the recording
-
-path: The path to the audio file
-
-audio: A dictionary containing the path to the downloaded audio file, the decoded audio array, and the sampling rate. Note that when accessing the audio column: `dataset[0]["audio"]` the audio file is automatically decoded and resampled to `dataset.features["audio"].sampling_rate`. Decoding and resampling of a large number of audio files might take a significant amount of time. Thus it is important to first query the sample index before the `"audio"` column, *i.e.* `dataset[0]["audio"]` should **always** be preferred over `dataset["audio"][0]`.
-
-sentence: The sentence the user was prompted to speak
-
-up_votes: How many upvotes the audio file has received from reviewers
-
-down_votes: How many downvotes the audio file has received from reviewers
-
-age: The age of the speaker.
-
-gender: The gender of the speaker
-
-accent: Accent of the speaker
-
-locale: The locale of the speaker
-
-segment: Usually empty field
-
-### Data Splits
-
-The speech material has been subdivided into portions for dev, train, test, validated, invalidated, reported and other.
-
-The validated data is data that has been validated with reviewers and recieved upvotes that the data is of high quality.
-
-The invalidated data is data has been invalidated by reviewers
-and recieved downvotes that the data is of low quality.
-
-The reported data is data that has been reported, for different reasons.
-
-The other data is data that has not yet been reviewed.
-
-The dev, test, train are all data that has been reviewed, deemed of high quality and split into dev, test and train.
-
-## Dataset Creation
-
-### Curation Rationale
-
-[Needs More Information]
-
-### Source Data
-
-#### Initial Data Collection and Normalization
-
-[Needs More Information]
-
-#### Who are the source language producers?
-
-[Needs More Information]
-
-### Annotations
-
-#### Annotation process
-
-[Needs More Information]
-
-#### Who are the annotators?
-
-[Needs More Information]
-
-### Personal and Sensitive Information
-
-The dataset consists of people who have donated their voice online.  You agree to not attempt to determine the identity of speakers in the Common Voice dataset.
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-The dataset consists of people who have donated their voice online.  You agree to not attempt to determine the identity of speakers in the Common Voice dataset.
-
-### Discussion of Biases
-
-[More Information Needed] 
-
-### Other Known Limitations
-
-[More Information Needed] 
-
-## Additional Information
-
-### Dataset Curators
-
-[More Information Needed] 
-
-### Licensing Information
-
-Public Domain, [CC-0](https://creativecommons.org/share-your-work/public-domain/cc0/)
-
-### Citation Information
-
-```
-@inproceedings{commonvoice:2020,
-  author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},
-  title = {Common Voice: A Massively-Multilingual Speech Corpus},
-  booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},
-  pages = {4211--4215},
-  year = 2020
-}
-```
-
-### Contributions
-
-Thanks to [@BirgerMoell](https://github.com/BirgerMoell) for adding this dataset.

common_voice.py

@@ -1,800 +0,0 @@
-# coding=utf-8
-# Copyright 2021 The HuggingFace Datasets Authors and the current dataset script contributor.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-""" Common Voice Dataset"""
-
-
-import os
-
-import datasets
-from datasets.tasks import AutomaticSpeechRecognition
-
-
-_DATA_URL = "https://voice-prod-bundler-ee1969a6ce8178826482b88e843c335139bd3fb4.s3.amazonaws.com/cv-corpus-6.1-2020-12-11/{}.tar.gz"
-
-_CITATION = """\
-@inproceedings{commonvoice:2020,
-  author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},
-  title = {Common Voice: A Massively-Multilingual Speech Corpus},
-  booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},
-  pages = {4211--4215},
-  year = 2020
-}
-"""
-
-_DESCRIPTION = """\
-Common Voice is Mozilla's initiative to help teach machines how real people speak.
-The dataset currently consists of 7,335 validated hours of speech in 60 languages, but we’re always adding more voices and languages.
-"""
-
-_HOMEPAGE = "https://commonvoice.mozilla.org/en/datasets"
-
-_LICENSE = "https://github.com/common-voice/common-voice/blob/main/LICENSE"
-
-_LANGUAGES = {
-    "ab": {
-        "Language": "Abkhaz",
-        "Date": "2020-12-11",
-        "Size": "39 MB",
-        "Version": "ab_1h_2020-12-11",
-        "Validated_Hr_Total": 0.05,
-        "Overall_Hr_Total": 1,
-        "Number_Of_Voice": 14,
-    },
-    "ar": {
-        "Language": "Arabic",
-        "Date": "2020-12-11",
-        "Size": "2 GB",
-        "Version": "ar_77h_2020-12-11",
-        "Validated_Hr_Total": 49,
-        "Overall_Hr_Total": 77,
-        "Number_Of_Voice": 672,
-    },
-    "as": {
-        "Language": "Assamese",
-        "Date": "2020-12-11",
-        "Size": "21 MB",
-        "Version": "as_0.78h_2020-12-11",
-        "Validated_Hr_Total": 0.74,
-        "Overall_Hr_Total": 0.78,
-        "Number_Of_Voice": 17,
-    },
-    "br": {
-        "Language": "Breton",
-        "Date": "2020-12-11",
-        "Size": "444 MB",
-        "Version": "br_16h_2020-12-11",
-        "Validated_Hr_Total": 7,
-        "Overall_Hr_Total": 16,
-        "Number_Of_Voice": 157,
-    },
-    "ca": {
-        "Language": "Catalan",
-        "Date": "2020-12-11",
-        "Size": "19 GB",
-        "Version": "ca_748h_2020-12-11",
-        "Validated_Hr_Total": 623,
-        "Overall_Hr_Total": 748,
-        "Number_Of_Voice": 5376,
-    },
-    "cnh": {
-        "Language": "Hakha Chin",
-        "Date": "2020-12-11",
-        "Size": "39 MB",
-        "Version": "ab_1h_2020-12-11",
-        "Validated_Hr_Total": 0.05,
-        "Overall_Hr_Total": 1,
-        "Number_Of_Voice": 14,
-    },
-    "cs": {
-        "Language": "Czech",
-        "Date": "2020-12-11",
-        "Size": "39 MB",
-        "Version": "ab_1h_2020-12-11",
-        "Validated_Hr_Total": 0.05,
-        "Overall_Hr_Total": 1,
-        "Number_Of_Voice": 14,
-    },
-    "cv": {
-        "Language": "Chuvash",
-        "Date": "2020-12-11",
-        "Size": "419 MB",
-        "Version": "cv_16h_2020-12-11",
-        "Validated_Hr_Total": 4,
-        "Overall_Hr_Total": 16,
-        "Number_Of_Voice": 92,
-    },
-    "cy": {
-        "Language": "Welsh",
-        "Date": "2020-12-11",
-        "Size": "3 GB",
-        "Version": "cy_124h_2020-12-11",
-        "Validated_Hr_Total": 95,
-        "Overall_Hr_Total": 124,
-        "Number_Of_Voice": 1382,
-    },
-    "de": {
-        "Language": "German",
-        "Date": "2020-12-11",
-        "Size": "22 GB",
-        "Version": "de_836h_2020-12-11",
-        "Validated_Hr_Total": 777,
-        "Overall_Hr_Total": 836,
-        "Number_Of_Voice": 12659,
-    },
-    "dv": {
-        "Language": "Dhivehi",
-        "Date": "2020-12-11",
-        "Size": "515 MB",
-        "Version": "dv_19h_2020-12-11",
-        "Validated_Hr_Total": 18,
-        "Overall_Hr_Total": 19,
-        "Number_Of_Voice": 167,
-    },
-    "el": {
-        "Language": "Greek",
-        "Date": "2020-12-11",
-        "Size": "364 MB",
-        "Version": "el_13h_2020-12-11",
-        "Validated_Hr_Total": 6,
-        "Overall_Hr_Total": 13,
-        "Number_Of_Voice": 118,
-    },
-    "en": {
-        "Language": "English",
-        "Date": "2020-12-11",
-        "Size": "56 GB",
-        "Version": "en_2181h_2020-12-11",
-        "Validated_Hr_Total": 1686,
-        "Overall_Hr_Total": 2181,
-        "Number_Of_Voice": 66173,
-    },
-    "eo": {
-        "Language": "Esperanto",
-        "Date": "2020-12-11",
-        "Size": "3 GB",
-        "Version": "eo_102h_2020-12-11",
-        "Validated_Hr_Total": 90,
-        "Overall_Hr_Total": 102,
-        "Number_Of_Voice": 574,
-    },
-    "es": {
-        "Language": "Spanish",
-        "Date": "2020-12-11",
-        "Size": "15 GB",
-        "Version": "es_579h_2020-12-11",
-        "Validated_Hr_Total": 324,
-        "Overall_Hr_Total": 579,
-        "Number_Of_Voice": 19484,
-    },
-    "et": {
-        "Language": "Estonian",
-        "Date": "2020-12-11",
-        "Size": "732 MB",
-        "Version": "et_27h_2020-12-11",
-        "Validated_Hr_Total": 19,
-        "Overall_Hr_Total": 27,
-        "Number_Of_Voice": 543,
-    },
-    "eu": {
-        "Language": "Basque",
-        "Date": "2020-12-11",
-        "Size": "3 GB",
-        "Version": "eu_131h_2020-12-11",
-        "Validated_Hr_Total": 89,
-        "Overall_Hr_Total": 131,
-        "Number_Of_Voice": 1028,
-    },
-    "fa": {
-        "Language": "Persian",
-        "Date": "2020-12-11",
-        "Size": "8 GB",
-        "Version": "fa_321h_2020-12-11",
-        "Validated_Hr_Total": 282,
-        "Overall_Hr_Total": 321,
-        "Number_Of_Voice": 3655,
-    },
-    "fi": {
-        "Language": "Finnish",
-        "Date": "2020-12-11",
-        "Size": "48 MB",
-        "Version": "fi_1h_2020-12-11",
-        "Validated_Hr_Total": 1,
-        "Overall_Hr_Total": 1,
-        "Number_Of_Voice": 27,
-    },
-    "fr": {
-        "Language": "French",
-        "Date": "2020-12-11",
-        "Size": "18 GB",
-        "Version": "fr_682h_2020-12-11",
-        "Validated_Hr_Total": 623,
-        "Overall_Hr_Total": 682,
-        "Number_Of_Voice": 12953,
-    },
-    "fy-NL": {
-        "Language": "Frisian",
-        "Date": "2020-12-11",
-        "Size": "1 GB",
-        "Version": "fy-NL_46h_2020-12-11",
-        "Validated_Hr_Total": 14,
-        "Overall_Hr_Total": 46,
-        "Number_Of_Voice": 467,
-    },
-    "ga-IE": {
-        "Language": "Irish",
-        "Date": "2020-12-11",
-        "Size": "149 MB",
-        "Version": "ga-IE_5h_2020-12-11",
-        "Validated_Hr_Total": 3,
-        "Overall_Hr_Total": 5,
-        "Number_Of_Voice": 101,
-    },
-    "hi": {
-        "Language": "Hindi",
-        "Date": "2020-12-11",
-        "Size": "20 MB",
-        "Version": "hi_0.8h_2020-12-11",
-        "Validated_Hr_Total": 0.54,
-        "Overall_Hr_Total": 0.8,
-        "Number_Of_Voice": 31,
-    },
-    "hsb": {
-        "Language": "Sorbian, Upper",
-        "Date": "2020-12-11",
-        "Size": "76 MB",
-        "Version": "hsb_2h_2020-12-11",
-        "Validated_Hr_Total": 2,
-        "Overall_Hr_Total": 2,
-        "Number_Of_Voice": 19,
-    },
-    "hu": {
-        "Language": "Hungarian",
-        "Date": "2020-12-11",
-        "Size": "232 MB",
-        "Version": "hu_8h_2020-12-11",
-        "Validated_Hr_Total": 8,
-        "Overall_Hr_Total": 8,
-        "Number_Of_Voice": 47,
-    },
-    "ia": {
-        "Language": "InterLinguia",
-        "Date": "2020-12-11",
-        "Size": "216 MB",
-        "Version": "ia_8h_2020-12-11",
-        "Validated_Hr_Total": 6,
-        "Overall_Hr_Total": 8,
-        "Number_Of_Voice": 36,
-    },
-    "id": {
-        "Language": "Indonesian",
-        "Date": "2020-12-11",
-        "Size": "454 MB",
-        "Version": "id_17h_2020-12-11",
-        "Validated_Hr_Total": 9,
-        "Overall_Hr_Total": 17,
-        "Number_Of_Voice": 219,
-    },
-    "it": {
-        "Language": "Italian",
-        "Date": "2020-12-11",
-        "Size": "5 GB",
-        "Version": "it_199h_2020-12-11",
-        "Validated_Hr_Total": 158,
-        "Overall_Hr_Total": 199,
-        "Number_Of_Voice": 5729,
-    },
-    "ja": {
-        "Language": "Japanese",
-        "Date": "2020-12-11",
-        "Size": "146 MB",
-        "Version": "ja_5h_2020-12-11",
-        "Validated_Hr_Total": 3,
-        "Overall_Hr_Total": 5,
-        "Number_Of_Voice": 235,
-    },
-    "ka": {
-        "Language": "Georgian",
-        "Date": "2020-12-11",
-        "Size": "99 MB",
-        "Version": "ka_3h_2020-12-11",
-        "Validated_Hr_Total": 3,
-        "Overall_Hr_Total": 3,
-        "Number_Of_Voice": 44,
-    },
-    "kab": {
-        "Language": "Kabyle",
-        "Date": "2020-12-11",
-        "Size": "16 GB",
-        "Version": "kab_622h_2020-12-11",
-        "Validated_Hr_Total": 525,
-        "Overall_Hr_Total": 622,
-        "Number_Of_Voice": 1309,
-    },
-    "ky": {
-        "Language": "Kyrgyz",
-        "Date": "2020-12-11",
-        "Size": "553 MB",
-        "Version": "ky_22h_2020-12-11",
-        "Validated_Hr_Total": 11,
-        "Overall_Hr_Total": 22,
-        "Number_Of_Voice": 134,
-    },
-    "lg": {
-        "Language": "Luganda",
-        "Date": "2020-12-11",
-        "Size": "199 MB",
-        "Version": "lg_8h_2020-12-11",
-        "Validated_Hr_Total": 3,
-        "Overall_Hr_Total": 8,
-        "Number_Of_Voice": 76,
-    },
-    "lt": {
-        "Language": "Lithuanian",
-        "Date": "2020-12-11",
-        "Size": "129 MB",
-        "Version": "lt_4h_2020-12-11",
-        "Validated_Hr_Total": 2,
-        "Overall_Hr_Total": 4,
-        "Number_Of_Voice": 30,
-    },
-    "lv": {
-        "Language": "Latvian",
-        "Date": "2020-12-11",
-        "Size": "199 MB",
-        "Version": "lv_7h_2020-12-11",
-        "Validated_Hr_Total": 6,
-        "Overall_Hr_Total": 7,
-        "Number_Of_Voice": 99,
-    },
-    "mn": {
-        "Language": "Mongolian",
-        "Date": "2020-12-11",
-        "Size": "464 MB",
-        "Version": "mn_17h_2020-12-11",
-        "Validated_Hr_Total": 11,
-        "Overall_Hr_Total": 17,
-        "Number_Of_Voice": 376,
-    },
-    "mt": {
-        "Language": "Maltese",
-        "Date": "2020-12-11",
-        "Size": "405 MB",
-        "Version": "mt_15h_2020-12-11",
-        "Validated_Hr_Total": 7,
-        "Overall_Hr_Total": 15,
-        "Number_Of_Voice": 171,
-    },
-    "nl": {
-        "Language": "Dutch",
-        "Date": "2020-12-11",
-        "Size": "2 GB",
-        "Version": "nl_63h_2020-12-11",
-        "Validated_Hr_Total": 59,
-        "Overall_Hr_Total": 63,
-        "Number_Of_Voice": 1012,
-    },
-    "or": {
-        "Language": "Odia",
-        "Date": "2020-12-11",
-        "Size": "190 MB",
-        "Version": "or_7h_2020-12-11",
-        "Validated_Hr_Total": 0.87,
-        "Overall_Hr_Total": 7,
-        "Number_Of_Voice": 34,
-    },
-    "pa-IN": {
-        "Language": "Punjabi",
-        "Date": "2020-12-11",
-        "Size": "67 MB",
-        "Version": "pa-IN_2h_2020-12-11",
-        "Validated_Hr_Total": 0.5,
-        "Overall_Hr_Total": 2,
-        "Number_Of_Voice": 26,
-    },
-    "pl": {
-        "Language": "Polish",
-        "Date": "2020-12-11",
-        "Size": "3 GB",
-        "Version": "pl_129h_2020-12-11",
-        "Validated_Hr_Total": 108,
-        "Overall_Hr_Total": 129,
-        "Number_Of_Voice": 2647,
-    },
-    "pt": {
-        "Language": "Portuguese",
-        "Date": "2020-12-11",
-        "Size": "2 GB",
-        "Version": "pt_63h_2020-12-11",
-        "Validated_Hr_Total": 50,
-        "Overall_Hr_Total": 63,
-        "Number_Of_Voice": 1120,
-    },
-    "rm-sursilv": {
-        "Language": "Romansh Sursilvan",
-        "Date": "2020-12-11",
-        "Size": "263 MB",
-        "Version": "rm-sursilv_9h_2020-12-11",
-        "Validated_Hr_Total": 5,
-        "Overall_Hr_Total": 9,
-        "Number_Of_Voice": 78,
-    },
-    "rm-vallader": {
-        "Language": "Romansh Vallader",
-        "Date": "2020-12-11",
-        "Size": "103 MB",
-        "Version": "rm-vallader_3h_2020-12-11",
-        "Validated_Hr_Total": 2,
-        "Overall_Hr_Total": 3,
-        "Number_Of_Voice": 39,
-    },
-    "ro": {
-        "Language": "Romanian",
-        "Date": "2020-12-11",
-        "Size": "250 MB",
-        "Version": "ro_9h_2020-12-11",
-        "Validated_Hr_Total": 6,
-        "Overall_Hr_Total": 9,
-        "Number_Of_Voice": 130,
-    },
-    "ru": {
-        "Language": "Russian",
-        "Date": "2020-12-11",
-        "Size": "3 GB",
-        "Version": "ru_130h_2020-12-11",
-        "Validated_Hr_Total": 111,
-        "Overall_Hr_Total": 130,
-        "Number_Of_Voice": 1412,
-    },
-    "rw": {
-        "Language": "Kinyarwanda",
-        "Date": "2020-12-11",
-        "Size": "40 GB",
-        "Version": "rw_1510h_2020-12-11",
-        "Validated_Hr_Total": 1183,
-        "Overall_Hr_Total": 1510,
-        "Number_Of_Voice": 410,
-    },
-    "sah": {
-        "Language": "Sakha",
-        "Date": "2020-12-11",
-        "Size": "173 MB",
-        "Version": "sah_6h_2020-12-11",
-        "Validated_Hr_Total": 4,
-        "Overall_Hr_Total": 6,
-        "Number_Of_Voice": 42,
-    },
-    "sl": {
-        "Language": "Slovenian",
-        "Date": "2020-12-11",
-        "Size": "212 MB",
-        "Version": "sl_7h_2020-12-11",
-        "Validated_Hr_Total": 5,
-        "Overall_Hr_Total": 7,
-        "Number_Of_Voice": 82,
-    },
-    "sv-SE": {
-        "Language": "Swedish",
-        "Date": "2020-12-11",
-        "Size": "402 MB",
-        "Version": "sv-SE_15h_2020-12-11",
-        "Validated_Hr_Total": 12,
-        "Overall_Hr_Total": 15,
-        "Number_Of_Voice": 222,
-    },
-    "ta": {
-        "Language": "Tamil",
-        "Date": "2020-12-11",
-        "Size": "648 MB",
-        "Version": "ta_24h_2020-12-11",
-        "Validated_Hr_Total": 14,
-        "Overall_Hr_Total": 24,
-        "Number_Of_Voice": 266,
-    },
-    "th": {
-        "Language": "Thai",
-        "Date": "2020-12-11",
-        "Size": "325 MB",
-        "Version": "th_12h_2020-12-11",
-        "Validated_Hr_Total": 8,
-        "Overall_Hr_Total": 12,
-        "Number_Of_Voice": 182,
-    },
-    "tr": {
-        "Language": "Turkish",
-        "Date": "2020-12-11",
-        "Size": "592 MB",
-        "Version": "tr_22h_2020-12-11",
-        "Validated_Hr_Total": 20,
-        "Overall_Hr_Total": 22,
-        "Number_Of_Voice": 678,
-    },
-    "tt": {
-        "Language": "Tatar",
-        "Date": "2020-12-11",
-        "Size": "741 MB",
-        "Version": "tt_28h_2020-12-11",
-        "Validated_Hr_Total": 26,
-        "Overall_Hr_Total": 28,
-        "Number_Of_Voice": 185,
-    },
-    "uk": {
-        "Language": "Ukrainian",
-        "Date": "2020-12-11",
-        "Size": "1 GB",
-        "Version": "uk_43h_2020-12-11",
-        "Validated_Hr_Total": 30,
-        "Overall_Hr_Total": 43,
-        "Number_Of_Voice": 459,
-    },
-    "vi": {
-        "Language": "Vietnamese",
-        "Date": "2020-12-11",
-        "Size": "50 MB",
-        "Version": "vi_1h_2020-12-11",
-        "Validated_Hr_Total": 0.74,
-        "Overall_Hr_Total": 1,
-        "Number_Of_Voice": 62,
-    },
-    "vot": {
-        "Language": "Votic",
-        "Date": "2020-12-11",
-        "Size": "7 MB",
-        "Version": "vot_0.28h_2020-12-11",
-        "Validated_Hr_Total": 0,
-        "Overall_Hr_Total": 0.28,
-        "Number_Of_Voice": 3,
-    },
-    "zh-CN": {
-        "Language": "Chinese (China)",
-        "Date": "2020-12-11",
-        "Size": "2 GB",
-        "Version": "zh-CN_78h_2020-12-11",
-        "Validated_Hr_Total": 56,
-        "Overall_Hr_Total": 78,
-        "Number_Of_Voice": 3501,
-    },
-    "zh-HK": {
-        "Language": "Chinese (Hong Kong)",
-        "Date": "2020-12-11",
-        "Size": "3 GB",
-        "Version": "zh-HK_100h_2020-12-11",
-        "Validated_Hr_Total": 50,
-        "Overall_Hr_Total": 100,
-        "Number_Of_Voice": 2536,
-    },
-    "zh-TW": {
-        "Language": "Chinese (Taiwan)",
-        "Date": "2020-12-11",
-        "Size": "2 GB",
-        "Version": "zh-TW_78h_2020-12-11",
-        "Validated_Hr_Total": 55,
-        "Overall_Hr_Total": 78,
-        "Number_Of_Voice": 1444,
-    },
-}
-
-
-class CommonVoiceConfig(datasets.BuilderConfig):
-    """BuilderConfig for CommonVoice."""
-
-    def __init__(self, name, sub_version, **kwargs):
-        """
-        Args:
-          data_dir: `string`, the path to the folder containing the files in the
-            downloaded .tar
-          citation: `string`, citation for the data set
-          url: `string`, url for information about the data set
-          **kwargs: keyword arguments forwarded to super.
-        """
-        self.sub_version = sub_version
-        self.language = kwargs.pop("language", None)
-        self.date_of_snapshot = kwargs.pop("date", None)
-        self.size = kwargs.pop("size", None)
-        self.validated_hr_total = kwargs.pop("val_hrs", None)
-        self.total_hr_total = kwargs.pop("total_hrs", None)
-        self.num_of_voice = kwargs.pop("num_of_voice", None)
-        description = f"Common Voice speech to text dataset in {self.language} version {self.sub_version} of {self.date_of_snapshot}. The dataset comprises {self.validated_hr_total} of validated transcribed speech data from {self.num_of_voice} speakers. The dataset has a size of {self.size}"
-        super(CommonVoiceConfig, self).__init__(
-            name=name, version=datasets.Version("6.1.0", ""), description=description, **kwargs
-        )
-
-
-class CommonVoice(datasets.GeneratorBasedBuilder):
-
-    DEFAULT_WRITER_BATCH_SIZE = 1000
-    BUILDER_CONFIGS = [
-        CommonVoiceConfig(
-            name=lang_id,
-            language=_LANGUAGES[lang_id]["Language"],
-            sub_version=_LANGUAGES[lang_id]["Version"],
-            date=_LANGUAGES[lang_id]["Date"],
-            size=_LANGUAGES[lang_id]["Size"],
-            val_hrs=_LANGUAGES[lang_id]["Validated_Hr_Total"],
-            total_hrs=_LANGUAGES[lang_id]["Overall_Hr_Total"],
-            num_of_voice=_LANGUAGES[lang_id]["Number_Of_Voice"],
-        )
-        for lang_id in _LANGUAGES.keys()
-    ]
-
-    def _info(self):
-        features = datasets.Features(
-            {
-                "client_id": datasets.Value("string"),
-                "path": datasets.Value("string"),
-                "audio": datasets.Audio(sampling_rate=48_000),
-                "sentence": datasets.Value("string"),
-                "up_votes": datasets.Value("int64"),
-                "down_votes": datasets.Value("int64"),
-                "age": datasets.Value("string"),
-                "gender": datasets.Value("string"),
-                "accent": datasets.Value("string"),
-                "locale": datasets.Value("string"),
-                "segment": datasets.Value("string"),
-            }
-        )
-
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,
-            supervised_keys=None,
-            homepage=_HOMEPAGE,
-            license=_LICENSE,
-            citation=_CITATION,
-            task_templates=[AutomaticSpeechRecognition(audio_column="audio", transcription_column="sentence")],
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        # Download the TAR archive that contains the audio files:
-        archive_path = dl_manager.download(_DATA_URL.format(self.config.name))
-
-        # First we locate the data using the path within the archive:
-        path_to_data = "/".join(["cv-corpus-6.1-2020-12-11", self.config.name])
-        path_to_clips = "/".join([path_to_data, "clips"])
-        metadata_filepaths = {
-            split: "/".join([path_to_data, f"{split}.tsv"])
-            for split in ["train", "test", "dev", "other", "validated", "invalidated"]
-        }
-        # (Optional) In non-streaming mode, we can extract the archive locally to have actual local audio files:
-        local_extracted_archive = dl_manager.extract(archive_path) if not dl_manager.is_streaming else None
-
-        # To access the audio data from the TAR archives using the download manager,
-        # we have to use the dl_manager.iter_archive method.
-        #
-        # This is because dl_manager.download_and_extract
-        # doesn't work to stream TAR archives in streaming mode.
-        # (we have to stream the files of a TAR archive one by one)
-        #
-        # The iter_archive method returns an iterable of (path_within_archive, file_obj) for every
-        # file in the TAR archive.
-
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "local_extracted_archive": local_extracted_archive,
-                    "archive_iterator": dl_manager.iter_archive(
-                        archive_path
-                    ),  # use iter_archive here to access the files in the TAR archives
-                    "metadata_filepath": metadata_filepaths["train"],
-                    "path_to_clips": path_to_clips,
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={
-                    "local_extracted_archive": local_extracted_archive,
-                    "archive_iterator": dl_manager.iter_archive(
-                        archive_path
-                    ),  # use iter_archive here to access the files in the TAR archives
-                    "metadata_filepath": metadata_filepaths["test"],
-                    "path_to_clips": path_to_clips,
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                gen_kwargs={
-                    "local_extracted_archive": local_extracted_archive,
-                    "archive_iterator": dl_manager.iter_archive(
-                        archive_path
-                    ),  # use iter_archive here to access the files in the TAR archives
-                    "metadata_filepath": metadata_filepaths["dev"],
-                    "path_to_clips": path_to_clips,
-                },
-            ),
-            datasets.SplitGenerator(
-                name="other",
-                gen_kwargs={
-                    "local_extracted_archive": local_extracted_archive,
-                    "archive_iterator": dl_manager.iter_archive(
-                        archive_path
-                    ),  # use iter_archive here to access the files in the TAR archives
-                    "metadata_filepath": metadata_filepaths["other"],
-                    "path_to_clips": path_to_clips,
-                },
-            ),
-            datasets.SplitGenerator(
-                name="validated",
-                gen_kwargs={
-                    "local_extracted_archive": local_extracted_archive,
-                    "archive_iterator": dl_manager.iter_archive(
-                        archive_path
-                    ),  # use iter_archive here to access the files in the TAR archives
-                    "metadata_filepath": metadata_filepaths["validated"],
-                    "path_to_clips": path_to_clips,
-                },
-            ),
-            datasets.SplitGenerator(
-                name="invalidated",
-                gen_kwargs={
-                    "local_extracted_archive": local_extracted_archive,
-                    "archive_iterator": dl_manager.iter_archive(
-                        archive_path
-                    ),  # use iter_archive here to access the files in the TAR archives
-                    "metadata_filepath": metadata_filepaths["invalidated"],
-                    "path_to_clips": path_to_clips,
-                },
-            ),
-        ]
-
-    def _generate_examples(self, local_extracted_archive, archive_iterator, metadata_filepath, path_to_clips):
-        """Yields examples."""
-        data_fields = list(self._info().features.keys())
-
-        # audio is not a header of the csv files
-        data_fields.remove("audio")
-        path_idx = data_fields.index("path")
-
-        all_field_values = {}
-        metadata_found = False
-        # Here we iterate over all the files within the TAR archive:
-        for path, f in archive_iterator:
-            # Parse the metadata CSV file
-            if path == metadata_filepath:
-                metadata_found = True
-                lines = f.readlines()
-                headline = lines[0].decode("utf-8")
-
-                column_names = headline.strip().split("\t")
-                assert (
-                    column_names == data_fields
-                ), f"The file should have {data_fields} as column names, but has {column_names}"
-                for line in lines[1:]:
-                    field_values = line.decode("utf-8").strip().split("\t")
-                    # set full path for mp3 audio file
-                    audio_path = "/".join([path_to_clips, field_values[path_idx]])
-                    all_field_values[audio_path] = field_values
-            # Else, read the audio file and yield an example
-            elif path.startswith(path_to_clips):
-                assert metadata_found, "Found audio clips before the metadata TSV file."
-                if not all_field_values:
-                    break
-                if path in all_field_values:
-                    # retrieve the metadata corresponding to this audio file
-                    field_values = all_field_values[path]
-
-                    # if data is incomplete, fill with empty values
-                    if len(field_values) < len(data_fields):
-                        field_values += (len(data_fields) - len(field_values)) * ["''"]
-
-                    result = {key: value for key, value in zip(data_fields, field_values)}
-
-                    # set audio feature
-                    path = os.path.join(local_extracted_archive, path) if local_extracted_archive else path
-                    result["audio"] = {"path": path, "bytes": f.read()}
-                    # set path to None if the audio file doesn't exist locally (i.e. in streaming mode)
-                    result["path"] = path if local_extracted_archive else None
-
-                    yield path, result

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