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Datasets:
phonemetransformers
/
CHILDES

Modalities:
Tabular
Text
Formats:
csv
Languages:
English
German
French
Size:
10M - 100M
Tags:
language modeling
cognitive modeling
Libraries:
Datasets
pandas
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Files changed (18) hide show
  1. Dutch/train.csv +2 -2
  2. Dutch/valid.csv +2 -2
  3. Eng-NA/train.csv +2 -2
  4. Eng-UK/train.csv +2 -2
  5. Eng-UK/valid.csv +2 -2
  6. French/train.csv +2 -2
  7. French/valid.csv +2 -2
  8. German/train.csv +2 -2
  9. German/valid.csv +1 -1
  10. Polish/train.csv +2 -2
  11. Polish/valid.csv +2 -2
  12. PortuguesePt/train.csv +2 -2
  13. README.md +33 -33
  14. Serbian/train.csv +2 -2
  15. Spanish/train.csv +2 -2
  16. Swedish/train.csv +2 -2
  17. Swedish/valid.csv +2 -2
  18. Welsh/train.csv +2 -2
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README.md CHANGED
@@ -244,36 +244,36 @@ Note that the data has been sorted by the `target_child_age` column, which store
244
 
245
  Each subset of the data is split into a training split containing most of the utterances and an in-distribution validation split containing 10,000 utterances. The following languages are included (ordered by number of phonemes):
246
 
247
- | Language | Description | Speakers | Utterances | Words | Phonemes
248
- |:----|:-----|:-----|:----|:-----|:-----|
249
- | EnglishNA | Taken from 44 corpora in the EnglishNA collection of CHILDES and phonemized using `phonemizer` with language code `en-us`. | 2692 | 1,645,797 | 7,096,724 | 22,107,530 |
250
- | EnglishUK | Taken from 14 corpora in the EnglishUK collection of CHILDES and phonemized using `phonemizer` with language code `en-gb`. | 588 | 1,246,211 | 5,170,088 | 15,710,282 |
251
- | German | Taken from 10 corpora in the German collection of CHILDES and phonemized using `epitran` with language code `deu-Latn`. | 628 | 860,297 | 3,967,699 | 14,821,724 |
252
- | Japanese | Taken from 9 corpora in the Japanese collection of CHILDES and phonemized using `epitran` with language code `ja`. | 329 | 557,215 | 1,773,816 | 7,100,307 |
253
- | Indonesian | Taken from 1 corpora in the EastAsian/Indonesian collection of CHILDES and phonemized using `epitran` with language code `ind-Latn`. | 389 | 534,525 | 1,587,847 | 6,369,459 |
254
- | French | Taken from 11 corpora in the French collection of CHILDES and phonemized using `phonemizer` with language code `fr-fr`. | 722 | 432,133 | 1,995,063 | 5,510,523 |
255
- | Spanish | Taken from 18 corpora in the Spanish collection of CHILDES and phonemized using `epitran` with language code `spa-Latn`. | 562 | 288,372 | 1,278,748 | 4,553,108 |
256
- | Mandarin | Taken from 15 corpora in the Chinese/Mandarin collection of CHILDES and phonemized using `pinyin_to_ipa` with language code `mandarin`. | 883 | 324,071 | 1,506,475 | 4,397,546 |
257
- | Dutch | Taken from 4 corpora in the DutchAfricaans/Dutch collection of CHILDES and phonemized using `phonemizer` with language code `nl`. | 78 | 261,938 | 1,106,865 | 3,585,608 |
258
- | Serbian | Taken from 1 corpora in the Slavic/Serbian collection of CHILDES and phonemized using `epitran` with language code `srp-Latn`. | 199 | 226,266 | 827,808 | 3,067,397 |
259
- | Estonian | Taken from 9 corpora in the Other/Estonian collection of CHILDES and phonemized using `phonemizer` with language code `et`. | 118 | 103,343 | 544,680 | 2,226,518 |
260
- | Polish | Taken from 2 corpora in the Slavic/Polish collection of CHILDES and phonemized using `phonemizer` with language code `pl`. | 466 | 80,412 | 381,940 | 1,599,152 |
261
- | Cantonese | Taken from 2 corpora in the Chinese/Cantonese collection of CHILDES and phonemized using `pingyam` with language code `cantonese`. | 80 | 136,727 | 591,314 | 1,425,686 |
262
- | Swedish | Taken from 3 corpora in the Scandinavian/Swedish collection of CHILDES and phonemized using `phonemizer` with language code `sv`. | 32 | 85,299 | 396,800 | 1,242,615 |
263
- | PortuguesePt | Taken from 3 corpora in the Romance/Portuguese collection of CHILDES and phonemized using `phonemizer` with language code `pt`. | 33 | 81,444 | 368,032 | 1,117,010 |
264
- | Korean | Taken from 3 corpora in the EastAsian/Korean collection of CHILDES and phonemized using `phonemizer` with language code `ko`. | 95 | 66,576 | 201,078 | 1,074,044 |
265
- | Italian | Taken from 5 corpora in the Romance/Italian collection of CHILDES and phonemized using `phonemizer` with language code `it`. | 92 | 57,542 | 264,479 | 996,701 |
266
- | Catalan | Taken from 5 corpora in the Romance/Catalan collection of CHILDES and phonemized using `phonemizer` with language code `ca`. | 159 | 56,588 | 248,999 | 839,462 |
267
- | Croatian | Taken from 1 corpora in the Slavic/Croatian collection of CHILDES and phonemized using `epitran` with language code `hrv-Latn`. | 51 | 55,288 | 214,949 | 805,530 |
268
- | Welsh | Taken from 2 corpora in the Celtic/Welsh collection of CHILDES and phonemized using `phonemizer` with language code `cy`. | 65 | 55,871 | 269,295 | 785,569 |
269
- | Icelandic | Taken from 2 corpora in the Scandinavian/Icelandic collection of CHILDES and phonemized using `phonemizer` with language code `is`. | 15 | 50,657 | 197,519 | 751,804 |
270
- | Hungarian | Taken from 3 corpora in the Other/Hungarian collection of CHILDES and phonemized using `epitran` with language code `hun-Latn`. | 65 | 36,272 | 147,334 | 588,934 |
271
- | Danish | Taken from 1 corpora in the Scandinavian/Danish collection of CHILDES and phonemized using `phonemizer` with language code `da`. | 25 | 48,976 | 192,527 | 579,972 |
272
- | Basque | Taken from 2 corpora in the Other/Basque collection of CHILDES and phonemized using `phonemizer` with language code `eu`. | 150 | 36,614 | 135,866 | 565,633 |
273
- | Norwegian | Taken from 2 corpora in the Scandinavian/Norwegian collection of CHILDES and phonemized using `phonemizer` with language code `nb`. | 27 | 35,547 | 175,952 | 559,340 |
274
- | Romanian | Taken from 2 corpora in the Romanian collection of CHILDES and phonemized using `phonemizer` with language code `ro`. | 21 | 31,550 | 110,067 | 380,577 |
275
- | PortugueseBr | Taken from 2 corpora in the Romance/Portuguese collection of CHILDES and phonemized using `phonemizer` with language code `pt-br`. | 163 | 12,471 | 91,484 | 303,998 |
276
- | Irish | Taken from 2 corpora in the Celtic/Irish collection of CHILDES and phonemized using `phonemizer` with language code `ga`. | 20 | 18,256 | 88,388 | 278,557 |
277
- | Turkish | Taken from 2 corpora in the Other/Turkish collection of CHILDES and phonemized using `phonemizer` with language code `tr`. | 81 | 14,487 | 43,823 | 230,737 |
278
- | Quechua | Taken from 2 corpora in the Other/Quechua collection of CHILDES and phonemized using `phonemizer` with language code `qu`. | 7 | 13,425 | 33,102 | 204,692 |
279
- | Farsi | Taken from 2 corpora in the Other/Farsi collection of CHILDES and phonemized using `phonemizer` with language code `fa-latn`. | 23 | 13,467 | 28,080 | 115,089 |
 
244
 
245
  Each subset of the data is split into a training split containing most of the utterances and an in-distribution validation split containing 10,000 utterances. The following languages are included (ordered by number of phonemes):
246
 
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+ Language | Description | Speakers | Utterances | Words | Phonemes | % Child
248
+ |:----|:----|:----|:----|:----|:----|:----|
249
+ | EnglishNA| Taken from 49 corpora in the EnglishNA collection of CHILDES and phonemized using `phonemizer` with language code `en-us`.| 3,687| 2,564,614| 9,993,744| 30,986,218| 35.83
250
+ | EnglishUK| Taken from 16 corpora in the EnglishUK collection of CHILDES and phonemized using `phonemizer` with language code `en-gb`.| 869| 2,043,115| 7,147,541| 21,589,844| 39.00
251
+ | German| Taken from 10 corpora in the German collection of CHILDES and phonemized using `epitran` with language code `deu-Latn`.| 829| 1,525,559| 5,825,166| 21,442,576| 43.61
252
+ | Japanese| Taken from 11 corpora in the Japanese collection of CHILDES and phonemized using `phonemizer` with language code `ja`.| 489| 998,642| 2,970,674| 11,985,729| 44.20
253
+ | Indonesian| Taken from 1 corpora in the EastAsian/Indonesian collection of CHILDES and phonemized using `epitran` with language code `ind-Latn`.| 438| 813,795| 2,347,642| 9,370,983| 34.32
254
+ | French| Taken from 15 corpora in the French collection of CHILDES and phonemized using `phonemizer` with language code `fr-fr`.| 1,277| 721,121| 2,973,318| 8,203,649| 40.07
255
+ | Spanish| Taken from 18 corpora in the Spanish collection of CHILDES and phonemized using `epitran` with language code `spa-Latn`.| 1,009| 533,308| 2,183,992| 7,742,550| 45.93
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+ | Mandarin| Taken from 16 corpora in the Chinese/Mandarin collection of CHILDES and phonemized using `pinyin_to_ipa` with language code `mandarin`.| 2,118| 530,342| 2,264,518| 6,605,913| 38.89
257
+ | Dutch| Taken from 5 corpora in the DutchAfricaans/Dutch collection of CHILDES and phonemized using `phonemizer` with language code `nl`.| 107| 403,472| 1,475,174| 4,786,803| 35.08
258
+ | Polish| Taken from 2 corpora in the Slavic/Polish collection of CHILDES and phonemized using `phonemizer` with language code `pl`.| 511| 218,860| 1,042,841| 4,361,797| 63.26
259
+ | Serbian| Taken from 1 corpora in the Slavic/Serbian collection of CHILDES and phonemized using `epitran` with language code `srp-Latn`.| 208| 319,305| 1,052,337| 3,841,600| 29.14
260
+ | Estonian| Taken from 9 corpora in the Other/Estonian collection of CHILDES and phonemized using `phonemizer` with language code `et`.| 157| 186,921| 843,189| 3,429,228| 44.71
261
+ | Welsh| Taken from 2 corpora in the Celtic/Welsh collection of CHILDES and phonemized using `phonemizer` with language code `cy`.| 269| 181,292| 666,350| 1,939,286| 69.18
262
+ | Cantonese| Taken from 2 corpora in the Chinese/Cantonese collection of CHILDES and phonemized using `pingyam` with language code `cantonese`.| 95| 205,729| 777,997| 1,864,771| 33.54
263
+ | Swedish| Taken from 3 corpora in the Scandinavian/Swedish collection of CHILDES and phonemized using `phonemizer` with language code `sv`.| 41| 154,064| 581,451| 1,782,692| 44.63
264
+ | PortuguesePt| Taken from 4 corpora in the Romance/Portuguese collection of CHILDES and phonemized using `phonemizer` with language code `pt`.| 45| 134,543| 499,522| 1,538,408| 39.47
265
+ | Korean| Taken from 3 corpora in the EastAsian/Korean collection of CHILDES and phonemized using `phonemizer` with language code `ko`.| 127| 105,281| 263,030| 1,345,276| 36.76
266
+ | Italian| Taken from 5 corpora in the Romance/Italian collection of CHILDES and phonemized using `phonemizer` with language code `it`.| 109| 94,361| 352,861| 1,309,489| 39.02
267
+ | Croatian| Taken from 1 corpora in the Slavic/Croatian collection of CHILDES and phonemized using `epitran` with language code `hrv-Latn`.| 54| 90,992| 305,112| 1,109,696| 39.24
268
+ | Catalan| Taken from 6 corpora in the Romance/Catalan collection of CHILDES and phonemized using `phonemizer` with language code `ca`.| 180| 89,103| 319,726| 1,084,594| 36.49
269
+ | Icelandic| Taken from 2 corpora in the Scandinavian/Icelandic collection of CHILDES and phonemized using `phonemizer` with language code `is`.| 17| 78,181| 279,939| 1,057,235| 35.21
270
+ | Basque| Taken from 2 corpora in the Other/Basque collection of CHILDES and phonemized using `phonemizer` with language code `eu`.| 286| 71,537| 230,500| 942,725| 48.82
271
+ | Hungarian| Taken from 3 corpora in the Other/Hungarian collection of CHILDES and phonemized using `epitran` with language code `hun-Latn`.| 116| 69,690| 237,062| 918,002| 47.95
272
+ | Danish| Taken from 1 corpora in the Scandinavian/Danish collection of CHILDES and phonemized using `phonemizer` with language code `da`.| 29| 84,019| 275,170| 824,314| 41.71
273
+ | Norwegian| Taken from 2 corpora in the Scandinavian/Norwegian collection of CHILDES and phonemized using `phonemizer` with language code `nb`.| 34| 61,906| 227,856| 729,649| 42.58
274
+ | PortugueseBr| Taken from 2 corpora in the Romance/Portuguese collection of CHILDES and phonemized using `phonemizer` with language code `pt-br`.| 331| 22,439| 174,845| 577,865| 44.42
275
+ | Romanian| Taken from 3 corpora in the Romanian collection of CHILDES and phonemized using `phonemizer` with language code `ro`.| 33| 54,982| 152,465| 537,669| 42.62
276
+ | Turkish| Taken from 2 corpora in the Other/Turkish collection of CHILDES and phonemized using `phonemizer` with language code `tr`.| 118| 29,317| 79,404| 421,129| 50.58
277
+ | Irish| Taken from 2 corpora in the Celtic/Irish collection of CHILDES and phonemized using `phonemizer` with language code `ga`.| 29| 27,818| 105,867| 338,425| 34.37
278
+ | Quechua| Taken from 2 corpora in the Other/Quechua collection of CHILDES and phonemized using `phonemizer` with language code `qu`.| 14| 22,397| 46,848| 281,478| 40.06
279
+ | Farsi| Taken from 2 corpora in the Other/Farsi collection of CHILDES and phonemized using `phonemizer` with language code `fa-latn`.| 29| 22,613| 43,432| 178,523| 40.45
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