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Datasets:
google
/
WaxalNLP

Tasks:
Automatic Speech Recognition
Text-to-Speech
Modalities:
Audio
Text
Formats:
parquet
Languages:
Acoli
Akan
Amharic
Size:
1M - 10M
ArXiv:
Tags:
audio
automatic-speech-recognition
text-to-speech
Libraries:
Datasets
Dask
Polars
License:
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26

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#10
by Babyvamp888 - opened
base: refs/heads/main
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from: refs/pr/10
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README.md CHANGED
@@ -1,1058 +1,707 @@
1
  ---
2
  language_creators:
3
- - creator_1
4
  language:
5
- - ach
6
- - aka
7
- - amh
8
- # - bam
9
- - bau
10
- - dag
11
- - dga
12
- - ewe
13
- - fat
14
- # - fuf
15
- - ful
16
- - hau
17
- - ibo
18
- - kik
19
- - kpo
20
- - lin
21
- - lug
22
- - luo
23
- - mas
24
- - mlg
25
- - nyn
26
- - orm
27
- - pcm
28
- - sid
29
- - sna
30
- - sog
31
- - swa
32
- - tir
33
- - twi
34
- - wal
35
- # - wol
36
- - yor
37
  license:
38
- - cc-by-sa-4.0
39
- - cc-by-4.0
40
  multilinguality:
41
- - multilingual
42
  source_datasets:
43
- - UGSpeechData
44
- - DigitalUmuganda/AfriVoice
45
- - original
46
  task_categories:
47
- - automatic-speech-recognition
48
- - text-to-speech
49
  pretty_name: Waxal NLP Datasets
50
  arxiv: 2602.02734
51
  annotation_creators:
52
- - human-annotated
53
- - crowdsourced
54
  tags:
55
- - audio
56
- - automatic-speech-recognition
57
- - text-to-speech
58
  configs:
59
- - config_name: ach_asr
60
- data_files:
61
- - split: train
62
- path: data/ASR/ach/ach-train-*
63
- - split: validation
64
- path: data/ASR/ach/ach-validation-*
65
- - split: test
66
- path: data/ASR/ach/ach-test-*
67
- - split: unlabeled
68
- path: data/ASR/ach/ach-unlabeled-*
69
- - config_name: ach_tts
70
- data_files:
71
- - split: train
72
- path: data/TTS/ach/ach-train-*
73
- - split: validation
74
- path: data/TTS/ach/ach-validation-*
75
- - split: test
76
- path: data/TTS/ach/ach-test-*
77
- - config_name: aka_asr
78
- data_files:
79
- - split: train
80
- path: data/ASR/aka/aka-train-*
81
- - split: validation
82
- path: data/ASR/aka/aka-validation-*
83
- - split: test
84
- path: data/ASR/aka/aka-test-*
85
- - split: unlabeled
86
- path: data/ASR/aka/aka-unlabeled-*
87
- - config_name: amh_asr
88
- data_files:
89
- - split: train
90
- path: data/ASR/amh/amh-train-*
91
- - split: validation
92
- path: data/ASR/amh/amh-validation-*
93
- - split: test
94
- path: data/ASR/amh/amh-test-*
95
- - split: unlabeled
96
- path: data/ASR/amh/amh-unlabeled-*
97
- # - config_name: bam_tts
98
- # data_files:
99
- # - split: train
100
- # path: data/TTS/bam/bam-train-*
101
- # - split: validation
102
- # path: data/TTS/bam/bam-validation-*
103
- # - split: test
104
- # path: data/TTS/bam/bam-test-*
105
- - config_name: bau_tts
106
- data_files:
107
- - split: train
108
- path: data/TTS/bau/bau-train-*
109
- - split: validation
110
- path: data/TTS/bau/bau-validation-*
111
- - split: test
112
- path: data/TTS/bau/bau-test-*
113
- - config_name: dag_asr
114
- data_files:
115
- - split: train
116
- path: data/ASR/dag/train-*
117
- - split: validation
118
- path: data/ASR/dag/validation-*
119
- - split: test
120
- path: data/ASR/dag/test-*
121
- - split: unlabeled
122
- path: data/ASR/dag/unlabeled-*
123
- - config_name: dga_asr
124
- data_files:
125
- - split: train
126
- path: data/ASR/dga/train-*
127
- - split: validation
128
- path: data/ASR/dga/validation-*
129
- - split: test
130
- path: data/ASR/dga/test-*
131
- - split: unlabeled
132
- path: data/ASR/dga/unlabeled-*
133
- - config_name: ewe_asr
134
- data_files:
135
- - split: train
136
- path: data/ASR/ewe/ewe-train-*
137
- - split: validation
138
- path: data/ASR/ewe/ewe-validation-*
139
- - split: test
140
- path: data/ASR/ewe/ewe-test-*
141
- - split: unlabeled
142
- path: data/ASR/ewe/ewe-unlabeled-*
143
- - config_name: ewe_tts
144
- data_files:
145
- - split: train
146
- path: data/TTS/ewe/ewe-train-*
147
- - split: validation
148
- path: data/TTS/ewe/ewe-validation-*
149
- - split: test
150
- path: data/TTS/ewe/ewe-test-*
151
- - config_name: fat_tts
152
- data_files:
153
- - split: train
154
- path: data/TTS/fat/fat-train-*
155
- - split: validation
156
- path: data/TTS/fat/fat-validation-*
157
- - split: test
158
- path: data/TTS/fat/fat-test-*
159
- - config_name: ful_asr
160
- data_files:
161
- - split: train
162
- path: data/ASR/ful/ful-train-*
163
- - split: validation
164
- path: data/ASR/ful/ful-validation-*
165
- - split: test
166
- path: data/ASR/ful/ful-test-*
167
- - split: unlabeled
168
- path: data/ASR/ful/ful-unlabeled-*
169
- # - config_name: fuf_tts
170
- # data_files:
171
- # - split: train
172
- # path: data/TTS/fuf/fuf-train-*
173
- # - split: validation
174
- # path: data/TTS/fuf/fuf-validation-*
175
- # - split: test
176
- # path: data/TTS/fuf/fuf-test-*
177
- - config_name: ful_tts
178
- data_files:
179
- - split: train
180
- path: data/TTS/ful/ful-train-*
181
- - split: validation
182
- path: data/TTS/ful/ful-validation-*
183
- - split: test
184
- path: data/TTS/ful/ful-test-*
185
- - config_name: hau_tts
186
- data_files:
187
- - split: train
188
- path: data/TTS/hau/hau-train-*
189
- - split: validation
190
- path: data/TTS/hau/hau-validation-*
191
- - split: test
192
- path: data/TTS/hau/hau-test-*
193
- - config_name: ibo_tts
194
- data_files:
195
- - split: train
196
- path: data/TTS/ibo/ibo-train-*
197
- - split: validation
198
- path: data/TTS/ibo/ibo-validation-*
199
- - split: test
200
- path: data/TTS/ibo/ibo-test-*
201
- - config_name: kik_tts
202
- data_files:
203
- - split: train
204
- path: data/TTS/kik/kik-train-*
205
- - split: validation
206
- path: data/TTS/kik/kik-validation-*
207
- - split: test
208
- path: data/TTS/kik/kik-test-*
209
- - config_name: kpo_asr
210
- data_files:
211
- - split: train
212
- path: data/ASR/kpo/train-*
213
- - split: validation
214
- path: data/ASR/kpo/validation-*
215
- - split: test
216
- path: data/ASR/kpo/test-*
217
- - split: unlabeled
218
- path: data/ASR/kpo/unlabeled-*
219
- - config_name: lin_asr
220
- data_files:
221
- - split: train
222
- path: data/ASR/lin/lin-train-*
223
- - split: validation
224
- path: data/ASR/lin/lin-validation-*
225
- - split: test
226
- path: data/ASR/lin/lin-test-*
227
- - split: unlabeled
228
- path: data/ASR/lin/lin-unlabeled-*
229
- - config_name: lug_asr
230
- data_files:
231
- - split: train
232
- path: data/ASR/lug/lug-train-*
233
- - split: validation
234
- path: data/ASR/lug/lug-validation-*
235
- - split: test
236
- path: data/ASR/lug/lug-test-*
237
- - split: unlabeled
238
- path: data/ASR/lug/lug-unlabeled-*
239
- - config_name: lug_tts
240
- data_files:
241
- - split: train
242
- path: data/TTS/lug/lug-train-*
243
- - split: validation
244
- path: data/TTS/lug/lug-validation-*
245
- - split: test
246
- path: data/TTS/lug/lug-test-*
247
- - config_name: luo_tts
248
- data_files:
249
- - split: train
250
- path: data/TTS/luo/luo-train-*
251
- - split: validation
252
- path: data/TTS/luo/luo-validation-*
253
- - split: test
254
- path: data/TTS/luo/luo-test-*
255
- - config_name: mas_asr
256
- data_files:
257
- - split: train
258
- path: data/ASR/mas/mas-train-*
259
- - split: validation
260
- path: data/ASR/mas/mas-validation-*
261
- - split: test
262
- path: data/ASR/mas/mas-test-*
263
- - split: unlabeled
264
- path: data/ASR/mas/mas-unlabeled-*
265
- - config_name: mlg_asr
266
- data_files:
267
- - split: train
268
- path: data/ASR/mlg/mlg-train-*
269
- - split: validation
270
- path: data/ASR/mlg/mlg-validation-*
271
- - split: test
272
- path: data/ASR/mlg/mlg-test-*
273
- - split: unlabeled
274
- path: data/ASR/mlg/mlg-unlabeled-*
275
- - config_name: nyn_asr
276
- data_files:
277
- - split: train
278
- path: data/ASR/nyn/nyn-train-*
279
- - split: validation
280
- path: data/ASR/nyn/nyn-validation-*
281
- - split: test
282
- path: data/ASR/nyn/nyn-test-*
283
- - split: unlabeled
284
- path: data/ASR/nyn/nyn-unlabeled-*
285
- - config_name: nyn_tts
286
- data_files:
287
- - split: train
288
- path: data/TTS/nyn/nyn-train-*
289
- - split: validation
290
- path: data/TTS/nyn/nyn-validation-*
291
- - split: test
292
- path: data/TTS/nyn/nyn-test-*
293
- - config_name: orm_asr
294
- data_files:
295
- - split: train
296
- path: data/ASR/orm/orm-train-*
297
- - split: validation
298
- path: data/ASR/orm/orm-validation-*
299
- - split: test
300
- path: data/ASR/orm/orm-test-*
301
- - split: unlabeled
302
- path: data/ASR/orm/orm-unlabeled-*
303
- - config_name: pcm_tts
304
- data_files:
305
- - split: train
306
- path: data/TTS/pcm/train-*
307
- - split: validation
308
- path: data/TTS/pcm/validation-*
309
- - split: test
310
- path: data/TTS/pcm/test-*
311
- - config_name: sid_asr
312
- data_files:
313
- - split: train
314
- path: data/ASR/sid/sid-train-*
315
- - split: validation
316
- path: data/ASR/sid/sid-validation-*
317
- - split: test
318
- path: data/ASR/sid/sid-test-*
319
- - split: unlabeled
320
- path: data/ASR/sid/sid-unlabeled-*
321
- - config_name: sna_asr
322
- data_files:
323
- - split: train
324
- path: data/ASR/sna/sna-train-*
325
- - split: validation
326
- path: data/ASR/sna/sna-validation-*
327
- - split: test
328
- path: data/ASR/sna/sna-test-*
329
- - split: unlabeled
330
- path: data/ASR/sna/sna-unlabeled-*
331
- - config_name: tir_asr
332
- data_files:
333
- - split: train
334
- path: data/ASR/tir/tir-train-*
335
- - split: validation
336
- path: data/ASR/tir/tir-validation-*
337
- - split: test
338
- path: data/ASR/tir/tir-test-*
339
- - split: unlabeled
340
- path: data/ASR/tir/tir-unlabeled-*
341
- - config_name: sog_asr
342
- data_files:
343
- - split: train
344
- path: data/ASR/sog/sog-train-*
345
- - split: validation
346
- path: data/ASR/sog/sog-validation-*
347
- - split: test
348
- path: data/ASR/sog/sog-test-*
349
- - split: unlabeled
350
- path: data/ASR/sog/sog-unlabeled-*
351
- - config_name: swa_tts
352
- data_files:
353
- - split: train
354
- path: data/TTS/swa/swa-train-*
355
- - split: validation
356
- path: data/TTS/swa/swa-validation-*
357
- - split: test
358
- path: data/TTS/swa/swa-test-*
359
- - config_name: twi_tts
360
- data_files:
361
- - split: train
362
- path: data/TTS/twi/twi-train-*
363
- - split: validation
364
- path: data/TTS/twi/twi-validation-*
365
- - split: test
366
- path: data/TTS/twi/twi-test-*
367
- - config_name: yor_tts
368
- data_files:
369
- - split: train
370
- path: data/TTS/yor/yor-train-*
371
- - split: validation
372
- path: data/TTS/yor/yor-validation-*
373
- - split: test
374
- path: data/TTS/yor/yor-test-*
375
- - config_name: wal_asr
376
- data_files:
377
- - split: train
378
- path: data/ASR/wal/wal-train-*
379
- - split: validation
380
- path: data/ASR/wal/wal-validation-*
381
- - split: test
382
- path: data/ASR/wal/wal-test-*
383
- - split: unlabeled
384
- path: data/ASR/wal/wal-unlabeled-*
385
- # - config_name: wol_tts
386
- # data_files:
387
- # - split: train
388
- # path: data/TTS/wol/wol-train-*
389
- # - split: validation
390
- # path: data/TTS/wol/wol-validation-*
391
- # - split: test
392
- # path: data/TTS/wol/wol-test-*
393
- - config_name: aka_asr_v2
394
- data_files:
395
- - split: train
396
- path: data/ASR/aka/aka-train-*
397
- - split: validation
398
- path: data/ASR/aka/aka-validation-*
399
- - split: test
400
- path: data/ASR/aka/aka-test-*
401
- - split: unlabeled
402
- path: data/ASR/aka/aka-unlabeled-*
403
- - config_name: amh_asr_v2
404
- data_files:
405
- - split: train
406
- path: data/ASR/amh/amh-train-*
407
- - split: validation
408
- path: data/ASR/amh/amh-validation-*
409
- - split: test
410
- path: data/ASR/amh/amh-test-*
411
- - split: unlabeled
412
- path: data/ASR/amh/amh-unlabeled-*
413
- - config_name: orm_asr_v2
414
- data_files:
415
- - split: train
416
- path: data/ASR/orm/orm-train-*
417
- - split: validation
418
- path: data/ASR/orm/orm-validation-*
419
- - split: test
420
- path: data/ASR/orm/orm-test-*
421
- - split: unlabeled
422
- path: data/ASR/orm/orm-unlabeled-*
423
- - config_name: sid_asr_v2
424
- data_files:
425
- - split: train
426
- path: data/ASR/sid/sid-train-*
427
- - split: validation
428
- path: data/ASR/sid/sid-validation-*
429
- - split: test
430
- path: data/ASR/sid/sid-test-*
431
- - split: unlabeled
432
- path: data/ASR/sid/sid-unlabeled-*
433
- - config_name: tir_asr_v2
434
- data_files:
435
- - split: train
436
- path: data/ASR/tir/tir-train-*
437
- - split: validation
438
- path: data/ASR/tir/tir-validation-*
439
- - split: test
440
- path: data/ASR/tir/tir-test-*
441
- - split: unlabeled
442
- path: data/ASR/tir/tir-unlabeled-*
443
- - config_name: wal_asr_v2
444
- data_files:
445
- - split: train
446
- path: data/ASR/wal/wal-train-*
447
- - split: validation
448
- path: data/ASR/wal/wal-validation-*
449
- - split: test
450
- path: data/ASR/wal/wal-test-*
451
- - split: unlabeled
452
- path: data/ASR/wal/wal-unlabeled-*
453
  dataset_info:
454
- - config_name: ach_asr
455
- features:
456
- - name: id
457
- dtype: string
458
- - name: speaker_id
459
- dtype: string
460
- - name: transcription
461
- dtype: string
462
- - name: language
463
- dtype: string
464
- - name: gender
465
- dtype: string
466
- - name: audio
467
- dtype: audio
468
- - config_name: ach_tts
469
- features:
470
- - name: id
471
- dtype: string
472
- - name: speaker_id
473
- dtype: string
474
- - name: text
475
- dtype: string
476
- - name: locale
477
- dtype: string
478
- - name: gender
479
- dtype: string
480
- - name: audio
481
- dtype: audio
482
- - config_name: aka_asr
483
- features:
484
- - name: id
485
- dtype: string
486
- - name: speaker_id
487
- dtype: string
488
- - name: transcription
489
- dtype: string
490
- - name: language
491
- dtype: string
492
- - name: gender
493
- dtype: string
494
- - name: audio
495
- dtype: audio
496
- - config_name: amh_asr
497
- features:
498
- - name: id
499
- dtype: string
500
- - name: speaker_id
501
- dtype: string
502
- - name: transcription
503
- dtype: string
504
- - name: language
505
- dtype: string
506
- - name: gender
507
- dtype: string
508
- - name: audio
509
- dtype: audio
510
- # - config_name: bam_tts
511
- # features:
512
- # - name: id
513
- # dtype: string
514
- # - name: speaker_id
515
- # dtype: string
516
- # - name: text
517
- # dtype: string
518
- # - name: locale
519
- # dtype: string
520
- # - name: gender
521
- # dtype: string
522
- # - name: audio
523
- # dtype: audio
524
- - config_name: bau_tts
525
- features:
526
- - name: id
527
- dtype: string
528
- - name: speaker_id
529
- dtype: string
530
- - name: text
531
- dtype: string
532
- - name: locale
533
- dtype: string
534
- - name: gender
535
- dtype: string
536
- - name: audio
537
- dtype: audio
538
- - config_name: dag_asr
539
- features:
540
- - name: id
541
- dtype: string
542
- - name: speaker_id
543
- dtype: string
544
- - name: transcription
545
- dtype: string
546
- - name: language
547
- dtype: string
548
- - name: gender
549
- dtype: string
550
- - name: audio
551
- dtype: audio
552
- - config_name: dga_asr
553
- features:
554
- - name: id
555
- dtype: string
556
- - name: speaker_id
557
- dtype: string
558
- - name: transcription
559
- dtype: string
560
- - name: language
561
- dtype: string
562
- - name: gender
563
- dtype: string
564
- - name: audio
565
- dtype: audio
566
- - config_name: ewe_asr
567
- features:
568
- - name: id
569
- dtype: string
570
- - name: speaker_id
571
- dtype: string
572
- - name: transcription
573
- dtype: string
574
- - name: language
575
- dtype: string
576
- - name: gender
577
- dtype: string
578
- - name: audio
579
- dtype: audio
580
- - config_name: ewe_tts
581
- features:
582
- - name: id
583
- dtype: string
584
- - name: speaker_id
585
- dtype: string
586
- - name: text
587
- dtype: string
588
- - name: locale
589
- dtype: string
590
- - name: gender
591
- dtype: string
592
- - name: audio
593
- dtype: audio
594
- - config_name: fat_tts
595
- features:
596
- - name: id
597
- dtype: string
598
- - name: speaker_id
599
- dtype: string
600
- - name: text
601
- dtype: string
602
- - name: locale
603
- dtype: string
604
- - name: gender
605
- dtype: string
606
- - name: audio
607
- dtype: audio
608
- - config_name: ful_asr
609
- features:
610
- - name: id
611
- dtype: string
612
- - name: speaker_id
613
- dtype: string
614
- - name: transcription
615
- dtype: string
616
- - name: language
617
- dtype: string
618
- - name: gender
619
- dtype: string
620
- - name: audio
621
- dtype: audio
622
- - config_name: fuf_tts
623
- features:
624
- - name: id
625
- dtype: string
626
- - name: speaker_id
627
- dtype: string
628
- - name: text
629
- dtype: string
630
- - name: locale
631
- dtype: string
632
- - name: gender
633
- dtype: string
634
- - name: audio
635
- dtype: audio
636
- - config_name: ful_tts
637
- features:
638
- - name: id
639
- dtype: string
640
- - name: speaker_id
641
- dtype: string
642
- - name: text
643
- dtype: string
644
- - name: locale
645
- dtype: string
646
- - name: gender
647
- dtype: string
648
- - name: audio
649
- dtype: audio
650
- - config_name: hau_tts
651
- features:
652
- - name: id
653
- dtype: string
654
- - name: speaker_id
655
- dtype: string
656
- - name: text
657
- dtype: string
658
- - name: locale
659
- dtype: string
660
- - name: gender
661
- dtype: string
662
- - name: audio
663
- dtype: audio
664
- - config_name: ibo_tts
665
- features:
666
- - name: id
667
- dtype: string
668
- - name: speaker_id
669
- dtype: string
670
- - name: text
671
- dtype: string
672
- - name: locale
673
- dtype: string
674
- - name: gender
675
- dtype: string
676
- - name: audio
677
- dtype: audio
678
- - config_name: kik_tts
679
- features:
680
- - name: id
681
- dtype: string
682
- - name: speaker_id
683
- dtype: string
684
- - name: text
685
- dtype: string
686
- - name: locale
687
- dtype: string
688
- - name: gender
689
- dtype: string
690
- - name: audio
691
- dtype: audio
692
- - config_name: kpo_asr
693
- features:
694
- - name: id
695
- dtype: string
696
- - name: speaker_id
697
- dtype: string
698
- - name: transcription
699
- dtype: string
700
- - name: language
701
- dtype: string
702
- - name: gender
703
- dtype: string
704
- - name: audio
705
- dtype: audio
706
- - config_name: lin_asr
707
- features:
708
- - name: id
709
- dtype: string
710
- - name: speaker_id
711
- dtype: string
712
- - name: transcription
713
- dtype: string
714
- - name: language
715
- dtype: string
716
- - name: gender
717
- dtype: string
718
- - name: audio
719
- dtype: audio
720
- - config_name: lug_asr
721
- features:
722
- - name: id
723
- dtype: string
724
- - name: speaker_id
725
- dtype: string
726
- - name: transcription
727
- dtype: string
728
- - name: language
729
- dtype: string
730
- - name: gender
731
- dtype: string
732
- - name: audio
733
- dtype: audio
734
- - config_name: lug_tts
735
- features:
736
- - name: id
737
- dtype: string
738
- - name: speaker_id
739
- dtype: string
740
- - name: text
741
- dtype: string
742
- - name: locale
743
- dtype: string
744
- - name: gender
745
- dtype: string
746
- - name: audio
747
- dtype: audio
748
- - config_name: luo_tts
749
- features:
750
- - name: id
751
- dtype: string
752
- - name: speaker_id
753
- dtype: string
754
- - name: text
755
- dtype: string
756
- - name: locale
757
- dtype: string
758
- - name: gender
759
- dtype: string
760
- - name: audio
761
- dtype: audio
762
- - config_name: mas_asr
763
- features:
764
- - name: id
765
- dtype: string
766
- - name: speaker_id
767
- dtype: string
768
- - name: transcription
769
- dtype: string
770
- - name: language
771
- dtype: string
772
- - name: gender
773
- dtype: string
774
- - name: audio
775
- dtype: audio
776
- - config_name: mlg_asr
777
- features:
778
- - name: id
779
- dtype: string
780
- - name: speaker_id
781
- dtype: string
782
- - name: transcription
783
- dtype: string
784
- - name: language
785
- dtype: string
786
- - name: gender
787
- dtype: string
788
- - name: audio
789
- dtype: audio
790
- - config_name: nyn_asr
791
- features:
792
- - name: id
793
- dtype: string
794
- - name: speaker_id
795
- dtype: string
796
- - name: transcription
797
- dtype: string
798
- - name: language
799
- dtype: string
800
- - name: gender
801
- dtype: string
802
- - name: audio
803
- dtype: audio
804
- - config_name: nyn_tts
805
- features:
806
- - name: id
807
- dtype: string
808
- - name: speaker_id
809
- dtype: string
810
- - name: text
811
- dtype: string
812
- - name: locale
813
- dtype: string
814
- - name: gender
815
- dtype: string
816
- - name: audio
817
- dtype: audio
818
- - config_name: orm_asr
819
- features:
820
- - name: id
821
- dtype: string
822
- - name: speaker_id
823
- dtype: string
824
- - name: transcription
825
- dtype: string
826
- - name: language
827
- dtype: string
828
- - name: gender
829
- dtype: string
830
- - name: audio
831
- dtype: audio
832
- - config_name: pcm_tts
833
- features:
834
- - name: id
835
- dtype: string
836
- - name: speaker_id
837
- dtype: string
838
- - name: text
839
- dtype: string
840
- - name: locale
841
- dtype: string
842
- - name: gender
843
- dtype: string
844
- - name: audio
845
- dtype: audio
846
- - config_name: sid_asr
847
- features:
848
- - name: id
849
- dtype: string
850
- - name: speaker_id
851
- dtype: string
852
- - name: transcription
853
- dtype: string
854
- - name: language
855
- dtype: string
856
- - name: gender
857
- dtype: string
858
- - name: audio
859
- dtype: audio
860
- - config_name: sna_asr
861
- features:
862
- - name: id
863
- dtype: string
864
- - name: speaker_id
865
- dtype: string
866
- - name: transcription
867
- dtype: string
868
- - name: language
869
- dtype: string
870
- - name: gender
871
- dtype: string
872
- - name: audio
873
- dtype: audio
874
- - config_name: sog_asr
875
- features:
876
- - name: id
877
- dtype: string
878
- - name: speaker_id
879
- dtype: string
880
- - name: transcription
881
- dtype: string
882
- - name: language
883
- dtype: string
884
- - name: gender
885
- dtype: string
886
- - name: audio
887
- dtype: audio
888
- - config_name: swa_tts
889
- features:
890
- - name: id
891
- dtype: string
892
- - name: speaker_id
893
- dtype: string
894
- - name: text
895
- dtype: string
896
- - name: locale
897
- dtype: string
898
- - name: gender
899
- dtype: string
900
- - name: audio
901
- dtype: audio
902
- - config_name: tir_asr
903
- features:
904
- - name: id
905
- dtype: string
906
- - name: speaker_id
907
- dtype: string
908
- - name: transcription
909
- dtype: string
910
- - name: language
911
- dtype: string
912
- - name: gender
913
- dtype: string
914
- - name: audio
915
- dtype: audio
916
- - config_name: twi_tts
917
- features:
918
- - name: id
919
- dtype: string
920
- - name: speaker_id
921
- dtype: string
922
- - name: text
923
- dtype: string
924
- - name: locale
925
- dtype: string
926
- - name: gender
927
- dtype: string
928
- - name: audio
929
- dtype: audio
930
- - config_name: wal_asr
931
- features:
932
- - name: id
933
- dtype: string
934
- - name: speaker_id
935
- dtype: string
936
- - name: transcription
937
- dtype: string
938
- - name: language
939
- dtype: string
940
- - name: gender
941
- dtype: string
942
- - name: audio
943
- dtype: audio
944
- # - config_name: wol_tts
945
- # features:
946
- # - name: id
947
- # dtype: string
948
- # - name: speaker_id
949
- # dtype: string
950
- # - name: text
951
- # dtype: string
952
- # - name: locale
953
- # dtype: string
954
- # - name: gender
955
- # dtype: string
956
- # - name: audio
957
- # dtype: audio
958
- - config_name: yor_tts
959
- features:
960
- - name: id
961
- dtype: string
962
- - name: speaker_id
963
- dtype: string
964
- - name: text
965
- dtype: string
966
- - name: locale
967
- dtype: string
968
- - name: gender
969
- dtype: string
970
- - name: audio
971
- dtype: audio
972
- - config_name: aka_asr_v2
973
- features:
974
- - name: id
975
- dtype: string
976
- - name: speaker_id
977
- dtype: string
978
- - name: transcription
979
- dtype: string
980
- - name: language
981
- dtype: string
982
- - name: gender
983
- dtype: string
984
- - name: audio
985
- dtype: audio
986
- - config_name: amh_asr_v2
987
- features:
988
- - name: id
989
- dtype: string
990
- - name: speaker_id
991
- dtype: string
992
- - name: transcription
993
- dtype: string
994
- - name: language
995
- dtype: string
996
- - name: gender
997
- dtype: string
998
- - name: audio
999
- dtype: audio
1000
- - config_name: orm_asr_v2
1001
- features:
1002
- - name: id
1003
- dtype: string
1004
- - name: speaker_id
1005
- dtype: string
1006
- - name: transcription
1007
- dtype: string
1008
- - name: language
1009
- dtype: string
1010
- - name: gender
1011
- dtype: string
1012
- - name: audio
1013
- dtype: audio
1014
- - config_name: sid_asr_v2
1015
- features:
1016
- - name: id
1017
- dtype: string
1018
- - name: speaker_id
1019
- dtype: string
1020
- - name: transcription
1021
- dtype: string
1022
- - name: language
1023
- dtype: string
1024
- - name: gender
1025
- dtype: string
1026
- - name: audio
1027
- dtype: audio
1028
- - config_name: tir_asr_v2
1029
- features:
1030
- - name: id
1031
- dtype: string
1032
- - name: speaker_id
1033
- dtype: string
1034
- - name: transcription
1035
- dtype: string
1036
- - name: language
1037
- dtype: string
1038
- - name: gender
1039
- dtype: string
1040
- - name: audio
1041
- dtype: audio
1042
- - config_name: wal_asr_v2
1043
- features:
1044
- - name: id
1045
- dtype: string
1046
- - name: speaker_id
1047
- dtype: string
1048
- - name: transcription
1049
- dtype: string
1050
- - name: language
1051
- dtype: string
1052
- - name: gender
1053
- dtype: string
1054
- - name: audio
1055
- dtype: audio
1056
  ---
1057
 
1058
  # Waxal Datasets
@@ -1069,7 +718,6 @@ The WAXAL dataset is a large-scale multilingual speech corpus for African langua
1069
  - [ASR Data Fields](#asr-data-fields)
1070
  - [TTS Data Fields](#tts-data-fields)
1071
  - [Data Splits](#data-splits)
1072
- - [ASR v2 splits](#asr-v2-splits-speaker-disjoint)
1073
  - [Dataset Curation](#dataset-curation)
1074
  - [Considerations for Using the Data](#considerations-for-using-the-data)
1075
  - [Additional Information](#additional-information)
@@ -1084,10 +732,9 @@ fluency of speech and language technology for these underserved languages, and
1084
  to serve as a repository for digital preservation.
1085
 
1086
  The Waxal datasets are collections acquired through partnerships with Makerere
1087
- University, The University of Ghana, Digital Umuganda, Media Trust, Loud and
1088
- Clear, and AIMS Senegal. Acquisition was funded by Google and the Gates
1089
- Foundation under an agreement to make the dataset openly accessible. The Senegalese
1090
- languages (Wolof and Pular) were provided by AIMS Senegal.
1091
 
1092
  ### ASR Dataset
1093
 
@@ -1104,16 +751,15 @@ Digital Umuganda | Fula, Lingala, Shona, Malagasy, Amharic, Oromo, Sidama, Ti
1104
 
1105
  ### TTS Dataset
1106
 
1107
- The Waxal TTS dataset is a collection of text-to-speech data in 17 African
1108
  languages. It consists of over 180 hours of high-quality, single-speaker recordings reading phonetically balanced scripts.
1109
 
1110
  Provider | Languages | License
1111
  :------------------ | :----------------------------------- | :------------:
1112
  Makerere University | Acholi, Luganda, Kiswahili, Nyankole | `CC-BY-SA-4.0`
1113
- University of Ghana | Akan (Fante, Twi), Baoule, Ewe | `CC-BY-4.0`
1114
- Media Trust | Fula, Igbo, Hausa, Yoruba, Nigerian Pidgin | `CC-BY-SA-4.0`
1115
- Loud and Clear | Kikuyu, Luganda, Luo, Swahili | `CC-BY-SA-4.0`
1116
- AIMS Senegal | Bambara, Pular, Wolof | `CC-BY-SA-4.0`
1117
 
1118
  ### How to Use
1119
 
@@ -1242,78 +888,6 @@ transcription.
1242
  The **TTS Dataset** follows a similar structure, with data split into `train`,
1243
  `validation`, and `test` sets.
1244
 
1245
- ### ASR v2 splits (speaker-disjoint)
1246
-
1247
- The ASR half also ships a second set of splits intended for benchmarking, under
1248
- `data/ASR_v2/`. They re-partition the same utterances so that **no speaker
1249
- appears in more than one split**, meaning a model is always evaluated on voices
1250
- it did not train on. The audio is untouched -- v2 is a re-labelling, not a new
1251
- release of the recordings.
1252
-
1253
- | Across all 19 ASR languages | original | v2 |
1254
- |---|---|---|
1255
- | Eval speakers also present in train | up to 100 % | **0 %** |
1256
- | Eval utterances with an exact transcript twin in train | 1.09 % | **0.09 %** |
1257
- | Split sizes by duration | 80 / 10 / 10 nominal | 84.5 / 7.7 / 7.7 |
1258
-
1259
- 438,230 utterances, 2,242 hours. Gender is matched across splits for the
1260
- 12 languages that carry gender labels. Per-language figures are in
1261
- `data/ASR_v2/metadata/split_comparison.csv`, and the full provenance -- seed,
1262
- source revision, every parameter -- in `metadata/splits_manifest.json`.
1263
-
1264
- #### Already speaker-disjoint languages (Akan, Amharic, Oromo, Sidama, Tigrinya, Wolaytta)
1265
-
1266
- Six languages were **already speaker-disjoint in the original (v1) datasets** and did not require a re-split:
1267
- - **Amharic (`amh`)**, **Oromo (`orm`)**, **Sidama (`sid`)**, **Tigrinya (`tir`)**, and **Wolaytta (`wal`)** (Digital Umuganda) already had 0.00% speaker leakage between `train` and `validation`/`test`.
1268
- - **Akan (`aka`)** (University of Ghana) already had 0.00% speaker leakage in its `test` split.
1269
-
1270
- For these six languages, v2 directly points to the original dataset splits. You can load them directly via their v2 configs (`aka_asr_v2`, `amh_asr_v2`, `orm_asr_v2`, `sid_asr_v2`, `tir_asr_v2`, `wal_asr_v2`) or their original configs without the split map re-labelling procedure:
1271
-
1272
- ```python
1273
- from datasets import load_dataset
1274
-
1275
- # Direct loading for already speaker-disjoint languages (e.g. Amharic)
1276
- ds_test = load_dataset("google/WaxalNLP", "amh_asr_v2", split="test")
1277
- # Or equivalently using the original config:
1278
- # ds_test = load_dataset("google/WaxalNLP", "amh_asr", split="test")
1279
- ```
1280
-
1281
- #### Reading v2 (for re-partitioned languages)
1282
-
1283
- Read the existing ASR configs and re-label each row from the split map:
1284
-
1285
- ```python
1286
- import pandas as pd
1287
- from datasets import load_dataset
1288
-
1289
- LANG, WANT = "sna", "test"
1290
- m = pd.read_csv(
1291
- f"hf://datasets/google/WaxalNLP/data/ASR_v2/metadata/split_map/{LANG}.csv",
1292
- dtype=str,
1293
- )
1294
- v2 = dict(zip(m["id"], m["v2_split"])) # `id` is unique within a language
1295
-
1296
- for v1_split in ("train", "validation", "test"): # all three
1297
- for row in load_dataset("google/WaxalNLP", f"{LANG}_asr",
1298
- split=v1_split, streaming=True):
1299
- if v2.get(row["id"]) == WANT:
1300
- ...
1301
- ```
1302
-
1303
- Three things worth knowing:
1304
-
1305
- - **Read all three original labelled splits.** Utterances move between them:
1306
- Acholi's v2 test set draws 397 of its 515 rows from the original *train*.
1307
- Reading only the same-named split returns a fraction of the data, silently.
1308
- - **Skip `unlabeled`.** It carries no transcripts and takes no part in the
1309
- re-split.
1310
- - **Two utterances are unmapped** -- `kpo_149159` has no `speaker_id` and
1311
- `lin_9193` has an empty transcript. They are listed in
1312
- `metadata/excluded_rows.csv`; `v2.get()` returns `None` for them.
1313
-
1314
- Streaming bounds memory rather than download: filtering still transfers the
1315
- language's labelled half, 1.6 GB (`ach`) to 12.7 GB (`sid`).
1316
-
1317
  ## Dataset Curation
1318
 
1319
  The data was gathered by multiple partners:
@@ -1324,8 +898,6 @@ University of Ghana | [UGSpeechData](https://doi.org/10.57760/sciencedb.22298) |
1324
  Digital Umuganda | [AfriVoice](DigitalUmuganda/AfriVoice) | `CC-BY-SA 4.0`
1325
  Makerere University | [Yogera Dataset](https://doi.org/10.7910/DVN/BEROE0) | `CC-BY-SA 4.0`
1326
  Media Trust | | `CC-BY-SA 4.0`
1327
- Loud and Clear | | `CC-BY-SA 4.0`
1328
- AIMS Senegal | | `CC-BY-SA 4.0`
1329
 
1330
  ## Considerations for Using the Data
1331
 
@@ -1336,8 +908,8 @@ differ between providers.
1336
 
1337
  ## Version and Maintenance
1338
 
1339
- - **Current Version:** 2.0.0
1340
- - **Last Updated:** 03/2026
1341
 
1342
  ## Citation
1343
 
 
1
  ---
2
  language_creators:
3
+ - creator_1
4
  language:
5
+ - ach
6
+ - aka
7
+ - amh
8
+ - dag
9
+ - dga
10
+ - ewe
11
+ - fat
12
+ - ful
13
+ - hau
14
+ - ibo
15
+ - kik
16
+ - kpo
17
+ - lin
18
+ - lug
19
+ - luo
20
+ - mas
21
+ - mlg
22
+ - nyn
23
+ - orm
24
+ - sid
25
+ - sna
26
+ - sog
27
+ - swa
28
+ - tir
29
+ - twi
30
+ - wal
31
+ - yor
 
 
 
 
 
32
  license:
33
+ - cc-by-sa-4.0
34
+ - cc-by-4.0
35
  multilinguality:
36
+ - multilingual
37
  source_datasets:
38
+ - UGSpeechData
39
+ - DigitalUmuganda/AfriVoice
40
+ - original
41
  task_categories:
42
+ - automatic-speech-recognition
43
+ - text-to-speech
44
  pretty_name: Waxal NLP Datasets
45
  arxiv: 2602.02734
46
  annotation_creators:
47
+ - human-annotated
48
+ - crowdsourced
49
  tags:
50
+ - audio
51
+ - automatic-speech-recognition
52
+ - text-to-speech
53
  configs:
54
+ - config_name: ach_asr
55
+ data_files:
56
+ - split: train
57
+ path: data/ASR/ach/ach-train-*
58
+ - split: validation
59
+ path: data/ASR/ach/ach-validation-*
60
+ - split: test
61
+ path: data/ASR/ach/ach-test-*
62
+ - split: unlabeled
63
+ path: data/ASR/ach/ach-unlabeled-*
64
+ - config_name: ach_tts
65
+ data_files:
66
+ - split: train
67
+ path: data/TTS/ach/ach-train-*
68
+ - split: validation
69
+ path: data/TTS/ach/ach-validation-*
70
+ - split: test
71
+ path: data/TTS/ach/ach-test-*
72
+ - config_name: aka_asr
73
+ data_files:
74
+ - split: train
75
+ path: data/ASR/aka/aka-train-*
76
+ - split: validation
77
+ path: data/ASR/aka/aka-validation-*
78
+ - split: test
79
+ path: data/ASR/aka/aka-test-*
80
+ - split: unlabeled
81
+ path: data/ASR/aka/aka-unlabeled-*
82
+ - config_name: amh_asr
83
+ data_files:
84
+ - split: train
85
+ path: data/ASR/amh/amh-train-*
86
+ - split: validation
87
+ path: data/ASR/amh/amh-validation-*
88
+ - split: test
89
+ path: data/ASR/amh/amh-test-*
90
+ - split: unlabeled
91
+ path: data/ASR/amh/amh-unlabeled-*
92
+ - config_name: dag_asr
93
+ data_files:
94
+ - split: train
95
+ path: data/ASR/dag/dag-train-*
96
+ - split: validation
97
+ path: data/ASR/dag/dag-validation-*
98
+ - split: test
99
+ path: data/ASR/dag/dag-test-*
100
+ - split: unlabeled
101
+ path: data/ASR/dag/dag-unlabeled-*
102
+ - config_name: dga_asr
103
+ data_files:
104
+ - split: train
105
+ path: data/ASR/dga/dga-train-*
106
+ - split: validation
107
+ path: data/ASR/dga/dga-validation-*
108
+ - split: test
109
+ path: data/ASR/dga/dga-test-*
110
+ - split: unlabeled
111
+ path: data/ASR/dga/dga-unlabeled-*
112
+ - config_name: ewe_asr
113
+ data_files:
114
+ - split: train
115
+ path: data/ASR/ewe/ewe-train-*
116
+ - split: validation
117
+ path: data/ASR/ewe/ewe-validation-*
118
+ - split: test
119
+ path: data/ASR/ewe/ewe-test-*
120
+ - split: unlabeled
121
+ path: data/ASR/ewe/ewe-unlabeled-*
122
+ - config_name: fat_tts
123
+ data_files:
124
+ - split: train
125
+ path: data/TTS/fat/fat-train-*
126
+ - split: validation
127
+ path: data/TTS/fat/fat-validation-*
128
+ - split: test
129
+ path: data/TTS/fat/fat-test-*
130
+ - config_name: ful_asr
131
+ data_files:
132
+ - split: train
133
+ path: data/ASR/ful/ful-train-*
134
+ - split: validation
135
+ path: data/ASR/ful/ful-validation-*
136
+ - split: test
137
+ path: data/ASR/ful/ful-test-*
138
+ - split: unlabeled
139
+ path: data/ASR/ful/ful-unlabeled-*
140
+ - config_name: ful_tts
141
+ data_files:
142
+ - split: train
143
+ path: data/TTS/ful/ful-train-*
144
+ - split: validation
145
+ path: data/TTS/ful/ful-validation-*
146
+ - split: test
147
+ path: data/TTS/ful/ful-test-*
148
+ - config_name: hau_tts
149
+ data_files:
150
+ - split: train
151
+ path: data/TTS/hau/hau-train-*
152
+ - split: validation
153
+ path: data/TTS/hau/hau-validation-*
154
+ - split: test
155
+ path: data/TTS/hau/hau-test-*
156
+ - config_name: ibo_tts
157
+ data_files:
158
+ - split: train
159
+ path: data/TTS/ibo/ibo-train-*
160
+ - split: validation
161
+ path: data/TTS/ibo/ibo-validation-*
162
+ - split: test
163
+ path: data/TTS/ibo/ibo-test-*
164
+ - config_name: kik_tts
165
+ data_files:
166
+ - split: train
167
+ path: data/TTS/kik/kik-train-*
168
+ - split: validation
169
+ path: data/TTS/kik/kik-validation-*
170
+ - split: test
171
+ path: data/TTS/kik/kik-test-*
172
+ - config_name: kpo_asr
173
+ data_files:
174
+ - split: train
175
+ path: data/ASR/kpo/kpo-train-*
176
+ - split: validation
177
+ path: data/ASR/kpo/kpo-validation-*
178
+ - split: test
179
+ path: data/ASR/kpo/kpo-test-*
180
+ - split: unlabeled
181
+ path: data/ASR/kpo/kpo-unlabeled-*
182
+ - config_name: lin_asr
183
+ data_files:
184
+ - split: train
185
+ path: data/ASR/lin/lin-train-*
186
+ - split: validation
187
+ path: data/ASR/lin/lin-validation-*
188
+ - split: test
189
+ path: data/ASR/lin/lin-test-*
190
+ - split: unlabeled
191
+ path: data/ASR/lin/lin-unlabeled-*
192
+ - config_name: lug_asr
193
+ data_files:
194
+ - split: train
195
+ path: data/ASR/lug/lug-train-*
196
+ - split: validation
197
+ path: data/ASR/lug/lug-validation-*
198
+ - split: test
199
+ path: data/ASR/lug/lug-test-*
200
+ - split: unlabeled
201
+ path: data/ASR/lug/lug-unlabeled-*
202
+ - config_name: lug_tts
203
+ data_files:
204
+ - split: train
205
+ path: data/TTS/lug/lug-train-*
206
+ - split: validation
207
+ path: data/TTS/lug/lug-validation-*
208
+ - split: test
209
+ path: data/TTS/lug/lug-test-*
210
+ - config_name: luo_tts
211
+ data_files:
212
+ - split: train
213
+ path: data/TTS/luo/luo-train-*
214
+ - split: validation
215
+ path: data/TTS/luo/luo-validation-*
216
+ - split: test
217
+ path: data/TTS/luo/luo-test-*
218
+ - config_name: mas_asr
219
+ data_files:
220
+ - split: train
221
+ path: data/ASR/mas/mas-train-*
222
+ - split: validation
223
+ path: data/ASR/mas/mas-validation-*
224
+ - split: test
225
+ path: data/ASR/mas/mas-test-*
226
+ - split: unlabeled
227
+ path: data/ASR/mas/mas-unlabeled-*
228
+ - config_name: mlg_asr
229
+ data_files:
230
+ - split: train
231
+ path: data/ASR/mlg/mlg-train-*
232
+ - split: validation
233
+ path: data/ASR/mlg/mlg-validation-*
234
+ - split: test
235
+ path: data/ASR/mlg/mlg-test-*
236
+ - split: unlabeled
237
+ path: data/ASR/mlg/mlg-unlabeled-*
238
+ - config_name: nyn_asr
239
+ data_files:
240
+ - split: train
241
+ path: data/ASR/nyn/nyn-train-*
242
+ - split: validation
243
+ path: data/ASR/nyn/nyn-validation-*
244
+ - split: test
245
+ path: data/ASR/nyn/nyn-test-*
246
+ - split: unlabeled
247
+ path: data/ASR/nyn/nyn-unlabeled-*
248
+ - config_name: nyn_tts
249
+ data_files:
250
+ - split: train
251
+ path: data/TTS/nyn/nyn-train-*
252
+ - split: validation
253
+ path: data/TTS/nyn/nyn-validation-*
254
+ - split: test
255
+ path: data/TTS/nyn/nyn-test-*
256
+ - config_name: orm_asr
257
+ data_files:
258
+ - split: train
259
+ path: data/ASR/orm/orm-train-*
260
+ - split: validation
261
+ path: data/ASR/orm/orm-validation-*
262
+ - split: test
263
+ path: data/ASR/orm/orm-test-*
264
+ - split: unlabeled
265
+ path: data/ASR/orm/orm-unlabeled-*
266
+ - config_name: sid_asr
267
+ data_files:
268
+ - split: train
269
+ path: data/ASR/sid/sid-train-*
270
+ - split: validation
271
+ path: data/ASR/sid/sid-validation-*
272
+ - split: test
273
+ path: data/ASR/sid/sid-test-*
274
+ - split: unlabeled
275
+ path: data/ASR/sid/sid-unlabeled-*
276
+ - config_name: sna_asr
277
+ data_files:
278
+ - split: train
279
+ path: data/ASR/sna/sna-train-*
280
+ - split: validation
281
+ path: data/ASR/sna/sna-validation-*
282
+ - split: test
283
+ path: data/ASR/sna/sna-test-*
284
+ - split: unlabeled
285
+ path: data/ASR/sna/sna-unlabeled-*
286
+ - config_name: tir_asr
287
+ data_files:
288
+ - split: train
289
+ path: data/ASR/tir/tir-train-*
290
+ - split: validation
291
+ path: data/ASR/tir/tir-validation-*
292
+ - split: test
293
+ path: data/ASR/tir/tir-test-*
294
+ - split: unlabeled
295
+ path: data/ASR/tir/tir-unlabeled-*
296
+ - config_name: sog_asr
297
+ data_files:
298
+ - split: train
299
+ path: data/ASR/sog/sog-train-*
300
+ - split: validation
301
+ path: data/ASR/sog/sog-validation-*
302
+ - split: test
303
+ path: data/ASR/sog/sog-test-*
304
+ - split: unlabeled
305
+ path: data/ASR/sog/sog-unlabeled-*
306
+ - config_name: swa_tts
307
+ data_files:
308
+ - split: train
309
+ path: data/TTS/swa/swa-train-*
310
+ - split: validation
311
+ path: data/TTS/swa/swa-validation-*
312
+ - split: test
313
+ path: data/TTS/swa/swa-test-*
314
+ - config_name: twi_tts
315
+ data_files:
316
+ - split: train
317
+ path: data/TTS/twi/twi-train-*
318
+ - split: validation
319
+ path: data/TTS/twi/twi-validation-*
320
+ - split: test
321
+ path: data/TTS/twi/twi-test-*
322
+ - config_name: yor_tts
323
+ data_files:
324
+ - split: train
325
+ path: data/TTS/yor/yor-train-*
326
+ - split: validation
327
+ path: data/TTS/yor/yor-validation-*
328
+ - split: test
329
+ path: data/TTS/yor/yor-test-*
330
+ - config_name: wal_asr
331
+ data_files:
332
+ - split: train
333
+ path: data/ASR/wal/wal-train-*
334
+ - split: validation
335
+ path: data/ASR/wal/wal-validation-*
336
+ - split: test
337
+ path: data/ASR/wal/wal-test-*
338
+ - split: unlabeled
339
+ path: data/ASR/wal/wal-unlabeled-*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
340
  dataset_info:
341
+ - config_name: ach_asr
342
+ features:
343
+ - name: id
344
+ dtype: string
345
+ - name: speaker_id
346
+ dtype: string
347
+ - name: transcription
348
+ dtype: string
349
+ - name: language
350
+ dtype: string
351
+ - name: gender
352
+ dtype: string
353
+ - name: audio
354
+ dtype: audio
355
+ - config_name: ach_tts
356
+ features:
357
+ - name: id
358
+ dtype: string
359
+ - name: speaker_id
360
+ dtype: string
361
+ - name: text
362
+ dtype: string
363
+ - name: locale
364
+ dtype: string
365
+ - name: gender
366
+ dtype: string
367
+ - name: audio
368
+ dtype: audio
369
+ - config_name: aka_asr
370
+ features:
371
+ - name: id
372
+ dtype: string
373
+ - name: speaker_id
374
+ dtype: string
375
+ - name: transcription
376
+ dtype: string
377
+ - name: language
378
+ dtype: string
379
+ - name: gender
380
+ dtype: string
381
+ - name: audio
382
+ dtype: audio
383
+ - config_name: dag_asr
384
+ features:
385
+ - name: id
386
+ dtype: string
387
+ - name: speaker_id
388
+ dtype: string
389
+ - name: transcription
390
+ dtype: string
391
+ - name: language
392
+ dtype: string
393
+ - name: gender
394
+ dtype: string
395
+ - name: audio
396
+ dtype: audio
397
+ - config_name: dga_asr
398
+ features:
399
+ - name: id
400
+ dtype: string
401
+ - name: speaker_id
402
+ dtype: string
403
+ - name: transcription
404
+ dtype: string
405
+ - name: language
406
+ dtype: string
407
+ - name: gender
408
+ dtype: string
409
+ - name: audio
410
+ dtype: audio
411
+ - config_name: ewe_asr
412
+ features:
413
+ - name: id
414
+ dtype: string
415
+ - name: speaker_id
416
+ dtype: string
417
+ - name: transcription
418
+ dtype: string
419
+ - name: language
420
+ dtype: string
421
+ - name: gender
422
+ dtype: string
423
+ - name: audio
424
+ dtype: audio
425
+ - config_name: fat_tts
426
+ features:
427
+ - name: id
428
+ dtype: string
429
+ - name: speaker_id
430
+ dtype: string
431
+ - name: text
432
+ dtype: string
433
+ - name: locale
434
+ dtype: string
435
+ - name: gender
436
+ dtype: string
437
+ - name: audio
438
+ dtype: audio
439
+ - config_name: ful_asr
440
+ features:
441
+ - name: id
442
+ dtype: string
443
+ - name: speaker_id
444
+ dtype: string
445
+ - name: transcription
446
+ dtype: string
447
+ - name: language
448
+ dtype: string
449
+ - name: gender
450
+ dtype: string
451
+ - name: audio
452
+ dtype: audio
453
+ - config_name: ful_tts
454
+ features:
455
+ - name: id
456
+ dtype: string
457
+ - name: speaker_id
458
+ dtype: string
459
+ - name: text
460
+ dtype: string
461
+ - name: locale
462
+ dtype: string
463
+ - name: gender
464
+ dtype: string
465
+ - name: audio
466
+ dtype: audio
467
+ - config_name: hau_tts
468
+ features:
469
+ - name: id
470
+ dtype: string
471
+ - name: speaker_id
472
+ dtype: string
473
+ - name: text
474
+ dtype: string
475
+ - name: locale
476
+ dtype: string
477
+ - name: gender
478
+ dtype: string
479
+ - name: audio
480
+ dtype: audio
481
+ - config_name: ibo_tts
482
+ features:
483
+ - name: id
484
+ dtype: string
485
+ - name: speaker_id
486
+ dtype: string
487
+ - name: text
488
+ dtype: string
489
+ - name: locale
490
+ dtype: string
491
+ - name: gender
492
+ dtype: string
493
+ - name: audio
494
+ dtype: audio
495
+ - config_name: kik_tts
496
+ features:
497
+ - name: id
498
+ dtype: string
499
+ - name: speaker_id
500
+ dtype: string
501
+ - name: text
502
+ dtype: string
503
+ - name: locale
504
+ dtype: string
505
+ - name: gender
506
+ dtype: string
507
+ - name: audio
508
+ dtype: audio
509
+ - config_name: kpo_asr
510
+ features:
511
+ - name: id
512
+ dtype: string
513
+ - name: speaker_id
514
+ dtype: string
515
+ - name: transcription
516
+ dtype: string
517
+ - name: language
518
+ dtype: string
519
+ - name: gender
520
+ dtype: string
521
+ - name: audio
522
+ dtype: audio
523
+ - config_name: lin_asr
524
+ features:
525
+ - name: id
526
+ dtype: string
527
+ - name: speaker_id
528
+ dtype: string
529
+ - name: transcription
530
+ dtype: string
531
+ - name: language
532
+ dtype: string
533
+ - name: gender
534
+ dtype: string
535
+ - name: audio
536
+ dtype: audio
537
+ - config_name: lug_asr
538
+ features:
539
+ - name: id
540
+ dtype: string
541
+ - name: speaker_id
542
+ dtype: string
543
+ - name: transcription
544
+ dtype: string
545
+ - name: language
546
+ dtype: string
547
+ - name: gender
548
+ dtype: string
549
+ - name: audio
550
+ dtype: audio
551
+ - config_name: lug_tts
552
+ features:
553
+ - name: id
554
+ dtype: string
555
+ - name: speaker_id
556
+ dtype: string
557
+ - name: text
558
+ dtype: string
559
+ - name: locale
560
+ dtype: string
561
+ - name: gender
562
+ dtype: string
563
+ - name: audio
564
+ dtype: audio
565
+ - config_name: luo_tts
566
+ features:
567
+ - name: id
568
+ dtype: string
569
+ - name: speaker_id
570
+ dtype: string
571
+ - name: text
572
+ dtype: string
573
+ - name: locale
574
+ dtype: string
575
+ - name: gender
576
+ dtype: string
577
+ - name: audio
578
+ dtype: audio
579
+ - config_name: mas_asr
580
+ features:
581
+ - name: id
582
+ dtype: string
583
+ - name: speaker_id
584
+ dtype: string
585
+ - name: transcription
586
+ dtype: string
587
+ - name: language
588
+ dtype: string
589
+ - name: gender
590
+ dtype: string
591
+ - name: audio
592
+ dtype: audio
593
+ - config_name: mlg_asr
594
+ features:
595
+ - name: id
596
+ dtype: string
597
+ - name: speaker_id
598
+ dtype: string
599
+ - name: transcription
600
+ dtype: string
601
+ - name: language
602
+ dtype: string
603
+ - name: gender
604
+ dtype: string
605
+ - name: audio
606
+ dtype: audio
607
+ - config_name: nyn_asr
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+ features:
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+ - name: id
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+ dtype: string
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+ - name: speaker_id
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+ dtype: string
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+ - name: transcription
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+ dtype: string
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+ - name: language
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+ dtype: string
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+ - name: gender
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+ - name: audio
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+ - name: text
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+ - name: locale
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+ - name: gender
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+ dtype: string
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+ - name: audio
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+ dtype: audio
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+ - config_name: sna_asr
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+ features:
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+ - name: speaker_id
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+ dtype: string
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+ - name: transcription
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+ - name: language
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+ - name: gender
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+ - name: audio
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+ dtype: audio
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+ - config_name: sog_asr
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+ - name: transcription
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+ - name: audio
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+ - config_name: swa_tts
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+ - name: locale
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+ - name: gender
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+ dtype: string
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+ - name: audio
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+ dtype: audio
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+ - config_name: twi_tts
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+ - name: gender
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+ dtype: string
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+ - name: audio
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+ dtype: audio
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+ - config_name: yor_tts
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+ - name: speaker_id
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+ dtype: string
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+ - name: gender
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+ dtype: string
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+ - name: audio
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+ dtype: audio
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
705
  ---
706
 
707
  # Waxal Datasets
 
718
  - [ASR Data Fields](#asr-data-fields)
719
  - [TTS Data Fields](#tts-data-fields)
720
  - [Data Splits](#data-splits)
 
721
  - [Dataset Curation](#dataset-curation)
722
  - [Considerations for Using the Data](#considerations-for-using-the-data)
723
  - [Additional Information](#additional-information)
 
732
  to serve as a repository for digital preservation.
733
 
734
  The Waxal datasets are collections acquired through partnerships with Makerere
735
+ University, The University of Ghana, Digital Umuganda, and Media Trust.
736
+ Acquisition was funded by Google and the Gates Foundation under an agreement to
737
+ make the dataset openly accessible.
 
738
 
739
  ### ASR Dataset
740
 
 
751
 
752
  ### TTS Dataset
753
 
754
+ The Waxal TTS dataset is a collection of text-to-speech data in 16 African
755
  languages. It consists of over 180 hours of high-quality, single-speaker recordings reading phonetically balanced scripts.
756
 
757
  Provider | Languages | License
758
  :------------------ | :----------------------------------- | :------------:
759
  Makerere University | Acholi, Luganda, Kiswahili, Nyankole | `CC-BY-SA-4.0`
760
+ University of Ghana | Akan (Fante, Twi) | `CC-BY-4.0`
761
+ Media Trust | Fula, Igbo, Hausa, Yoruba | `CC-BY-SA-4.0`
762
+ Loud and Clear | Kikuyu, Luo | `CC-BY-SA-4.0`
 
763
 
764
  ### How to Use
765
 
 
888
  The **TTS Dataset** follows a similar structure, with data split into `train`,
889
  `validation`, and `test` sets.
890
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
891
  ## Dataset Curation
892
 
893
  The data was gathered by multiple partners:
 
898
  Digital Umuganda | [AfriVoice](DigitalUmuganda/AfriVoice) | `CC-BY-SA 4.0`
899
  Makerere University | [Yogera Dataset](https://doi.org/10.7910/DVN/BEROE0) | `CC-BY-SA 4.0`
900
  Media Trust | | `CC-BY-SA 4.0`
 
 
901
 
902
  ## Considerations for Using the Data
903
 
 
908
 
909
  ## Version and Maintenance
910
 
911
+ - **Current Version:** 1.0.0
912
+ - **Last Updated:** 01/2026
913
 
914
  ## Citation
915
 
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