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Datasets:
BolajiJsAI
/
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:
Dataset card Data Studio Files
xet
Community
1
BolajiJsAI perrynelson commited on
Commit
08010ee
·
0 Parent(s):

Duplicate from google/WaxalNLP

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Co-authored-by: Perry Nelson <perrynelson@users.noreply.huggingface.co>

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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
+ - ful
15
+ - hau
16
+ - ibo
17
+ - kik
18
+ - kpo
19
+ - lin
20
+ - lug
21
+ - luo
22
+ - mas
23
+ - mlg
24
+ - nyn
25
+ - orm
26
+ - pcm
27
+ - sid
28
+ - sna
29
+ - sog
30
+ - swa
31
+ - tir
32
+ - twi
33
+ - wal
34
+ - wol
35
+ - yor
36
+ license:
37
+ - cc-by-sa-4.0
38
+ - cc-by-4.0
39
+ multilinguality:
40
+ - multilingual
41
+ source_datasets:
42
+ - UGSpeechData
43
+ - DigitalUmuganda/AfriVoice
44
+ - original
45
+ task_categories:
46
+ - automatic-speech-recognition
47
+ - text-to-speech
48
+ pretty_name: Waxal NLP Datasets
49
+ arxiv: 2602.02734
50
+ annotation_creators:
51
+ - human-annotated
52
+ - crowdsourced
53
+ tags:
54
+ - audio
55
+ - automatic-speech-recognition
56
+ - text-to-speech
57
+ configs:
58
+ - config_name: ach_asr
59
+ data_files:
60
+ - split: train
61
+ path: data/ASR/ach/ach-train-*
62
+ - split: validation
63
+ path: data/ASR/ach/ach-validation-*
64
+ - split: test
65
+ path: data/ASR/ach/ach-test-*
66
+ - split: unlabeled
67
+ path: data/ASR/ach/ach-unlabeled-*
68
+ - config_name: ach_tts
69
+ data_files:
70
+ - split: train
71
+ path: data/TTS/ach/ach-train-*
72
+ - split: validation
73
+ path: data/TTS/ach/ach-validation-*
74
+ - split: test
75
+ path: data/TTS/ach/ach-test-*
76
+ - config_name: aka_asr
77
+ data_files:
78
+ - split: train
79
+ path: data/ASR/aka/aka-train-*
80
+ - split: validation
81
+ path: data/ASR/aka/aka-validation-*
82
+ - split: test
83
+ path: data/ASR/aka/aka-test-*
84
+ - split: unlabeled
85
+ path: data/ASR/aka/aka-unlabeled-*
86
+ - config_name: amh_asr
87
+ data_files:
88
+ - split: train
89
+ path: data/ASR/amh/amh-train-*
90
+ - split: validation
91
+ path: data/ASR/amh/amh-validation-*
92
+ - split: test
93
+ path: data/ASR/amh/amh-test-*
94
+ - split: unlabeled
95
+ path: data/ASR/amh/amh-unlabeled-*
96
+ - config_name: bam_tts
97
+ data_files:
98
+ - split: train
99
+ path: data/TTS/bam/bam-train-*
100
+ - split: validation
101
+ path: data/TTS/bam/bam-validation-*
102
+ - split: test
103
+ path: data/TTS/bam/bam-test-*
104
+ - config_name: bau_tts
105
+ data_files:
106
+ - split: train
107
+ path: data/TTS/bau/bau-train-*
108
+ - split: validation
109
+ path: data/TTS/bau/bau-validation-*
110
+ - split: test
111
+ path: data/TTS/bau/bau-test-*
112
+ - config_name: dag_asr
113
+ data_files:
114
+ - split: train
115
+ path: data/ASR/dag/dag-train-*
116
+ - split: validation
117
+ path: data/ASR/dag/dag-validation-*
118
+ - split: test
119
+ path: data/ASR/dag/dag-test-*
120
+ - split: unlabeled
121
+ path: data/ASR/dag/dag-unlabeled-*
122
+ - config_name: dga_asr
123
+ data_files:
124
+ - split: train
125
+ path: data/ASR/dga/dga-train-*
126
+ - split: validation
127
+ path: data/ASR/dga/dga-validation-*
128
+ - split: test
129
+ path: data/ASR/dga/dga-test-*
130
+ - split: unlabeled
131
+ path: data/ASR/dga/dga-unlabeled-*
132
+ - config_name: ewe_asr
133
+ data_files:
134
+ - split: train
135
+ path: data/ASR/ewe/ewe-train-*
136
+ - split: validation
137
+ path: data/ASR/ewe/ewe-validation-*
138
+ - split: test
139
+ path: data/ASR/ewe/ewe-test-*
140
+ - split: unlabeled
141
+ path: data/ASR/ewe/ewe-unlabeled-*
142
+ - config_name: ewe_tts
143
+ data_files:
144
+ - split: train
145
+ path: data/TTS/ewe/ewe-train-*
146
+ - split: validation
147
+ path: data/TTS/ewe/ewe-validation-*
148
+ - split: test
149
+ path: data/TTS/ewe/ewe-test-*
150
+ - config_name: fat_tts
151
+ data_files:
152
+ - split: train
153
+ path: data/TTS/fat/fat-train-*
154
+ - split: validation
155
+ path: data/TTS/fat/fat-validation-*
156
+ - split: test
157
+ path: data/TTS/fat/fat-test-*
158
+ - config_name: ful_asr
159
+ data_files:
160
+ - split: train
161
+ path: data/ASR/ful/ful-train-*
162
+ - split: validation
163
+ path: data/ASR/ful/ful-validation-*
164
+ - split: test
165
+ path: data/ASR/ful/ful-test-*
166
+ - split: unlabeled
167
+ path: data/ASR/ful/ful-unlabeled-*
168
+ - config_name: ful_tts
169
+ data_files:
170
+ - split: train
171
+ path: data/TTS/ful/ful-train-*
172
+ - split: validation
173
+ path: data/TTS/ful/ful-validation-*
174
+ - split: test
175
+ path: data/TTS/ful/ful-test-*
176
+ - config_name: hau_tts
177
+ data_files:
178
+ - split: train
179
+ path: data/TTS/hau/hau-train-*
180
+ - split: validation
181
+ path: data/TTS/hau/hau-validation-*
182
+ - split: test
183
+ path: data/TTS/hau/hau-test-*
184
+ - config_name: ibo_tts
185
+ data_files:
186
+ - split: train
187
+ path: data/TTS/ibo/ibo-train-*
188
+ - split: validation
189
+ path: data/TTS/ibo/ibo-validation-*
190
+ - split: test
191
+ path: data/TTS/ibo/ibo-test-*
192
+ - config_name: kik_tts
193
+ data_files:
194
+ - split: train
195
+ path: data/TTS/kik/kik-train-*
196
+ - split: validation
197
+ path: data/TTS/kik/kik-validation-*
198
+ - split: test
199
+ path: data/TTS/kik/kik-test-*
200
+ - config_name: kpo_asr
201
+ data_files:
202
+ - split: train
203
+ path: data/ASR/kpo/kpo-train-*
204
+ - split: validation
205
+ path: data/ASR/kpo/kpo-validation-*
206
+ - split: test
207
+ path: data/ASR/kpo/kpo-test-*
208
+ - split: unlabeled
209
+ path: data/ASR/kpo/kpo-unlabeled-*
210
+ - config_name: lin_asr
211
+ data_files:
212
+ - split: train
213
+ path: data/ASR/lin/lin-train-*
214
+ - split: validation
215
+ path: data/ASR/lin/lin-validation-*
216
+ - split: test
217
+ path: data/ASR/lin/lin-test-*
218
+ - split: unlabeled
219
+ path: data/ASR/lin/lin-unlabeled-*
220
+ - config_name: lug_asr
221
+ data_files:
222
+ - split: train
223
+ path: data/ASR/lug/lug-train-*
224
+ - split: validation
225
+ path: data/ASR/lug/lug-validation-*
226
+ - split: test
227
+ path: data/ASR/lug/lug-test-*
228
+ - split: unlabeled
229
+ path: data/ASR/lug/lug-unlabeled-*
230
+ - config_name: lug_tts
231
+ data_files:
232
+ - split: train
233
+ path: data/TTS/lug/lug-train-*
234
+ - split: validation
235
+ path: data/TTS/lug/lug-validation-*
236
+ - split: test
237
+ path: data/TTS/lug/lug-test-*
238
+ - config_name: luo_tts
239
+ data_files:
240
+ - split: train
241
+ path: data/TTS/luo/luo-train-*
242
+ - split: validation
243
+ path: data/TTS/luo/luo-validation-*
244
+ - split: test
245
+ path: data/TTS/luo/luo-test-*
246
+ - config_name: mas_asr
247
+ data_files:
248
+ - split: train
249
+ path: data/ASR/mas/mas-train-*
250
+ - split: validation
251
+ path: data/ASR/mas/mas-validation-*
252
+ - split: test
253
+ path: data/ASR/mas/mas-test-*
254
+ - split: unlabeled
255
+ path: data/ASR/mas/mas-unlabeled-*
256
+ - config_name: mlg_asr
257
+ data_files:
258
+ - split: train
259
+ path: data/ASR/mlg/mlg-train-*
260
+ - split: validation
261
+ path: data/ASR/mlg/mlg-validation-*
262
+ - split: test
263
+ path: data/ASR/mlg/mlg-test-*
264
+ - split: unlabeled
265
+ path: data/ASR/mlg/mlg-unlabeled-*
266
+ - config_name: nyn_asr
267
+ data_files:
268
+ - split: train
269
+ path: data/ASR/nyn/nyn-train-*
270
+ - split: validation
271
+ path: data/ASR/nyn/nyn-validation-*
272
+ - split: test
273
+ path: data/ASR/nyn/nyn-test-*
274
+ - split: unlabeled
275
+ path: data/ASR/nyn/nyn-unlabeled-*
276
+ - config_name: nyn_tts
277
+ data_files:
278
+ - split: train
279
+ path: data/TTS/nyn/nyn-train-*
280
+ - split: validation
281
+ path: data/TTS/nyn/nyn-validation-*
282
+ - split: test
283
+ path: data/TTS/nyn/nyn-test-*
284
+ - config_name: orm_asr
285
+ data_files:
286
+ - split: train
287
+ path: data/ASR/orm/orm-train-*
288
+ - split: validation
289
+ path: data/ASR/orm/orm-validation-*
290
+ - split: test
291
+ path: data/ASR/orm/orm-test-*
292
+ - split: unlabeled
293
+ path: data/ASR/orm/orm-unlabeled-*
294
+ - config_name: pcm_tts
295
+ data_files:
296
+ - split: train
297
+ path: data/TTS/pcm/pcm-train-*
298
+ - split: validation
299
+ path: data/TTS/pcm/pcm-validation-*
300
+ - split: test
301
+ path: data/TTS/pcm/pcm-test-*
302
+ - config_name: sid_asr
303
+ data_files:
304
+ - split: train
305
+ path: data/ASR/sid/sid-train-*
306
+ - split: validation
307
+ path: data/ASR/sid/sid-validation-*
308
+ - split: test
309
+ path: data/ASR/sid/sid-test-*
310
+ - split: unlabeled
311
+ path: data/ASR/sid/sid-unlabeled-*
312
+ - config_name: sna_asr
313
+ data_files:
314
+ - split: train
315
+ path: data/ASR/sna/sna-train-*
316
+ - split: validation
317
+ path: data/ASR/sna/sna-validation-*
318
+ - split: test
319
+ path: data/ASR/sna/sna-test-*
320
+ - split: unlabeled
321
+ path: data/ASR/sna/sna-unlabeled-*
322
+ - config_name: tir_asr
323
+ data_files:
324
+ - split: train
325
+ path: data/ASR/tir/tir-train-*
326
+ - split: validation
327
+ path: data/ASR/tir/tir-validation-*
328
+ - split: test
329
+ path: data/ASR/tir/tir-test-*
330
+ - split: unlabeled
331
+ path: data/ASR/tir/tir-unlabeled-*
332
+ - config_name: sog_asr
333
+ data_files:
334
+ - split: train
335
+ path: data/ASR/sog/sog-train-*
336
+ - split: validation
337
+ path: data/ASR/sog/sog-validation-*
338
+ - split: test
339
+ path: data/ASR/sog/sog-test-*
340
+ - split: unlabeled
341
+ path: data/ASR/sog/sog-unlabeled-*
342
+ - config_name: swa_tts
343
+ data_files:
344
+ - split: train
345
+ path: data/TTS/swa/swa-train-*
346
+ - split: validation
347
+ path: data/TTS/swa/swa-validation-*
348
+ - split: test
349
+ path: data/TTS/swa/swa-test-*
350
+ - config_name: twi_tts
351
+ data_files:
352
+ - split: train
353
+ path: data/TTS/twi/twi-train-*
354
+ - split: validation
355
+ path: data/TTS/twi/twi-validation-*
356
+ - split: test
357
+ path: data/TTS/twi/twi-test-*
358
+ - config_name: yor_tts
359
+ data_files:
360
+ - split: train
361
+ path: data/TTS/yor/yor-train-*
362
+ - split: validation
363
+ path: data/TTS/yor/yor-validation-*
364
+ - split: test
365
+ path: data/TTS/yor/yor-test-*
366
+ - config_name: wal_asr
367
+ data_files:
368
+ - split: train
369
+ path: data/ASR/wal/wal-train-*
370
+ - split: validation
371
+ path: data/ASR/wal/wal-validation-*
372
+ - split: test
373
+ path: data/ASR/wal/wal-test-*
374
+ - split: unlabeled
375
+ path: data/ASR/wal/wal-unlabeled-*
376
+ - config_name: wol_tts
377
+ data_files:
378
+ - split: train
379
+ path: data/TTS/wol/wol-train-*
380
+ - split: validation
381
+ path: data/TTS/wol/wol-validation-*
382
+ - split: test
383
+ path: data/TTS/wol/wol-test-*
384
+ dataset_info:
385
+ - config_name: ach_asr
386
+ features:
387
+ - name: id
388
+ dtype: string
389
+ - name: speaker_id
390
+ dtype: string
391
+ - name: transcription
392
+ dtype: string
393
+ - name: language
394
+ dtype: string
395
+ - name: gender
396
+ dtype: string
397
+ - name: audio
398
+ dtype: audio
399
+ - config_name: ach_tts
400
+ features:
401
+ - name: id
402
+ dtype: string
403
+ - name: speaker_id
404
+ dtype: string
405
+ - name: text
406
+ dtype: string
407
+ - name: locale
408
+ dtype: string
409
+ - name: gender
410
+ dtype: string
411
+ - name: audio
412
+ dtype: audio
413
+ - config_name: aka_asr
414
+ features:
415
+ - name: id
416
+ dtype: string
417
+ - name: speaker_id
418
+ dtype: string
419
+ - name: transcription
420
+ dtype: string
421
+ - name: language
422
+ dtype: string
423
+ - name: gender
424
+ dtype: string
425
+ - name: audio
426
+ dtype: audio
427
+ - config_name: amh_asr
428
+ features:
429
+ - name: id
430
+ dtype: string
431
+ - name: speaker_id
432
+ dtype: string
433
+ - name: transcription
434
+ dtype: string
435
+ - name: language
436
+ dtype: string
437
+ - name: gender
438
+ dtype: string
439
+ - name: audio
440
+ dtype: audio
441
+ - config_name: bam_tts
442
+ features:
443
+ - name: id
444
+ dtype: string
445
+ - name: speaker_id
446
+ dtype: string
447
+ - name: text
448
+ dtype: string
449
+ - name: locale
450
+ dtype: string
451
+ - name: gender
452
+ dtype: string
453
+ - name: audio
454
+ dtype: audio
455
+ - config_name: bau_tts
456
+ features:
457
+ - name: id
458
+ dtype: string
459
+ - name: speaker_id
460
+ dtype: string
461
+ - name: text
462
+ dtype: string
463
+ - name: locale
464
+ dtype: string
465
+ - name: gender
466
+ dtype: string
467
+ - name: audio
468
+ dtype: audio
469
+ - config_name: dag_asr
470
+ features:
471
+ - name: id
472
+ dtype: string
473
+ - name: speaker_id
474
+ dtype: string
475
+ - name: transcription
476
+ dtype: string
477
+ - name: language
478
+ dtype: string
479
+ - name: gender
480
+ dtype: string
481
+ - name: audio
482
+ dtype: audio
483
+ - config_name: dga_asr
484
+ features:
485
+ - name: id
486
+ dtype: string
487
+ - name: speaker_id
488
+ dtype: string
489
+ - name: transcription
490
+ dtype: string
491
+ - name: language
492
+ dtype: string
493
+ - name: gender
494
+ dtype: string
495
+ - name: audio
496
+ dtype: audio
497
+ - config_name: ewe_asr
498
+ features:
499
+ - name: id
500
+ dtype: string
501
+ - name: speaker_id
502
+ dtype: string
503
+ - name: transcription
504
+ dtype: string
505
+ - name: language
506
+ dtype: string
507
+ - name: gender
508
+ dtype: string
509
+ - name: audio
510
+ dtype: audio
511
+ - config_name: ewe_tts
512
+ features:
513
+ - name: id
514
+ dtype: string
515
+ - name: speaker_id
516
+ dtype: string
517
+ - name: text
518
+ dtype: string
519
+ - name: locale
520
+ dtype: string
521
+ - name: gender
522
+ dtype: string
523
+ - name: audio
524
+ dtype: audio
525
+ - config_name: fat_tts
526
+ features:
527
+ - name: id
528
+ dtype: string
529
+ - name: speaker_id
530
+ dtype: string
531
+ - name: text
532
+ dtype: string
533
+ - name: locale
534
+ dtype: string
535
+ - name: gender
536
+ dtype: string
537
+ - name: audio
538
+ dtype: audio
539
+ - config_name: ful_asr
540
+ features:
541
+ - name: id
542
+ dtype: string
543
+ - name: speaker_id
544
+ dtype: string
545
+ - name: transcription
546
+ dtype: string
547
+ - name: language
548
+ dtype: string
549
+ - name: gender
550
+ dtype: string
551
+ - name: audio
552
+ dtype: audio
553
+ - config_name: ful_tts
554
+ features:
555
+ - name: id
556
+ dtype: string
557
+ - name: speaker_id
558
+ dtype: string
559
+ - name: text
560
+ dtype: string
561
+ - name: locale
562
+ dtype: string
563
+ - name: gender
564
+ dtype: string
565
+ - name: audio
566
+ dtype: audio
567
+ - config_name: hau_tts
568
+ features:
569
+ - name: id
570
+ dtype: string
571
+ - name: speaker_id
572
+ dtype: string
573
+ - name: text
574
+ dtype: string
575
+ - name: locale
576
+ dtype: string
577
+ - name: gender
578
+ dtype: string
579
+ - name: audio
580
+ dtype: audio
581
+ - config_name: ibo_tts
582
+ features:
583
+ - name: id
584
+ dtype: string
585
+ - name: speaker_id
586
+ dtype: string
587
+ - name: text
588
+ dtype: string
589
+ - name: locale
590
+ dtype: string
591
+ - name: gender
592
+ dtype: string
593
+ - name: audio
594
+ dtype: audio
595
+ - config_name: kik_tts
596
+ features:
597
+ - name: id
598
+ dtype: string
599
+ - name: speaker_id
600
+ dtype: string
601
+ - name: text
602
+ dtype: string
603
+ - name: locale
604
+ dtype: string
605
+ - name: gender
606
+ dtype: string
607
+ - name: audio
608
+ dtype: audio
609
+ - config_name: kpo_asr
610
+ features:
611
+ - name: id
612
+ dtype: string
613
+ - name: speaker_id
614
+ dtype: string
615
+ - name: transcription
616
+ dtype: string
617
+ - name: language
618
+ dtype: string
619
+ - name: gender
620
+ dtype: string
621
+ - name: audio
622
+ dtype: audio
623
+ - config_name: lin_asr
624
+ features:
625
+ - name: id
626
+ dtype: string
627
+ - name: speaker_id
628
+ dtype: string
629
+ - name: transcription
630
+ dtype: string
631
+ - name: language
632
+ dtype: string
633
+ - name: gender
634
+ dtype: string
635
+ - name: audio
636
+ dtype: audio
637
+ - config_name: lug_asr
638
+ features:
639
+ - name: id
640
+ dtype: string
641
+ - name: speaker_id
642
+ dtype: string
643
+ - name: transcription
644
+ dtype: string
645
+ - name: language
646
+ dtype: string
647
+ - name: gender
648
+ dtype: string
649
+ - name: audio
650
+ dtype: audio
651
+ - config_name: lug_tts
652
+ features:
653
+ - name: id
654
+ dtype: string
655
+ - name: speaker_id
656
+ dtype: string
657
+ - name: text
658
+ dtype: string
659
+ - name: locale
660
+ dtype: string
661
+ - name: gender
662
+ dtype: string
663
+ - name: audio
664
+ dtype: audio
665
+ - config_name: luo_tts
666
+ features:
667
+ - name: id
668
+ dtype: string
669
+ - name: speaker_id
670
+ dtype: string
671
+ - name: text
672
+ dtype: string
673
+ - name: locale
674
+ dtype: string
675
+ - name: gender
676
+ dtype: string
677
+ - name: audio
678
+ dtype: audio
679
+ - config_name: mas_asr
680
+ features:
681
+ - name: id
682
+ dtype: string
683
+ - name: speaker_id
684
+ dtype: string
685
+ - name: transcription
686
+ dtype: string
687
+ - name: language
688
+ dtype: string
689
+ - name: gender
690
+ dtype: string
691
+ - name: audio
692
+ dtype: audio
693
+ - config_name: mlg_asr
694
+ features:
695
+ - name: id
696
+ dtype: string
697
+ - name: speaker_id
698
+ dtype: string
699
+ - name: transcription
700
+ dtype: string
701
+ - name: language
702
+ dtype: string
703
+ - name: gender
704
+ dtype: string
705
+ - name: audio
706
+ dtype: audio
707
+ - config_name: nyn_asr
708
+ features:
709
+ - name: id
710
+ dtype: string
711
+ - name: speaker_id
712
+ dtype: string
713
+ - name: transcription
714
+ dtype: string
715
+ - name: language
716
+ dtype: string
717
+ - name: gender
718
+ dtype: string
719
+ - name: audio
720
+ dtype: audio
721
+ - config_name: nyn_tts
722
+ features:
723
+ - name: id
724
+ dtype: string
725
+ - name: speaker_id
726
+ dtype: string
727
+ - name: text
728
+ dtype: string
729
+ - name: locale
730
+ dtype: string
731
+ - name: gender
732
+ dtype: string
733
+ - name: audio
734
+ dtype: audio
735
+ - config_name: orm_asr
736
+ features:
737
+ - name: id
738
+ dtype: string
739
+ - name: speaker_id
740
+ dtype: string
741
+ - name: transcription
742
+ dtype: string
743
+ - name: language
744
+ dtype: string
745
+ - name: gender
746
+ dtype: string
747
+ - name: audio
748
+ dtype: audio
749
+ - config_name: pcm_tts
750
+ features:
751
+ - name: id
752
+ dtype: string
753
+ - name: speaker_id
754
+ dtype: string
755
+ - name: text
756
+ dtype: string
757
+ - name: locale
758
+ dtype: string
759
+ - name: gender
760
+ dtype: string
761
+ - name: audio
762
+ dtype: audio
763
+ - config_name: sid_asr
764
+ features:
765
+ - name: id
766
+ dtype: string
767
+ - name: speaker_id
768
+ dtype: string
769
+ - name: transcription
770
+ dtype: string
771
+ - name: language
772
+ dtype: string
773
+ - name: gender
774
+ dtype: string
775
+ - name: audio
776
+ dtype: audio
777
+ - config_name: sna_asr
778
+ features:
779
+ - name: id
780
+ dtype: string
781
+ - name: speaker_id
782
+ dtype: string
783
+ - name: transcription
784
+ dtype: string
785
+ - name: language
786
+ dtype: string
787
+ - name: gender
788
+ dtype: string
789
+ - name: audio
790
+ dtype: audio
791
+ - config_name: sog_asr
792
+ features:
793
+ - name: id
794
+ dtype: string
795
+ - name: speaker_id
796
+ dtype: string
797
+ - name: transcription
798
+ dtype: string
799
+ - name: language
800
+ dtype: string
801
+ - name: gender
802
+ dtype: string
803
+ - name: audio
804
+ dtype: audio
805
+ - config_name: swa_tts
806
+ features:
807
+ - name: id
808
+ dtype: string
809
+ - name: speaker_id
810
+ dtype: string
811
+ - name: text
812
+ dtype: string
813
+ - name: locale
814
+ dtype: string
815
+ - name: gender
816
+ dtype: string
817
+ - name: audio
818
+ dtype: audio
819
+ - config_name: tir_asr
820
+ features:
821
+ - name: id
822
+ dtype: string
823
+ - name: speaker_id
824
+ dtype: string
825
+ - name: transcription
826
+ dtype: string
827
+ - name: language
828
+ dtype: string
829
+ - name: gender
830
+ dtype: string
831
+ - name: audio
832
+ dtype: audio
833
+ - config_name: twi_tts
834
+ features:
835
+ - name: id
836
+ dtype: string
837
+ - name: speaker_id
838
+ dtype: string
839
+ - name: text
840
+ dtype: string
841
+ - name: locale
842
+ dtype: string
843
+ - name: gender
844
+ dtype: string
845
+ - name: audio
846
+ dtype: audio
847
+ - config_name: wal_asr
848
+ features:
849
+ - name: id
850
+ dtype: string
851
+ - name: speaker_id
852
+ dtype: string
853
+ - name: transcription
854
+ dtype: string
855
+ - name: language
856
+ dtype: string
857
+ - name: gender
858
+ dtype: string
859
+ - name: audio
860
+ dtype: audio
861
+ - config_name: wol_tts
862
+ features:
863
+ - name: id
864
+ dtype: string
865
+ - name: speaker_id
866
+ dtype: string
867
+ - name: text
868
+ dtype: string
869
+ - name: locale
870
+ dtype: string
871
+ - name: gender
872
+ dtype: string
873
+ - name: audio
874
+ dtype: audio
875
+ - config_name: yor_tts
876
+ features:
877
+ - name: id
878
+ dtype: string
879
+ - name: speaker_id
880
+ dtype: string
881
+ - name: text
882
+ dtype: string
883
+ - name: locale
884
+ dtype: string
885
+ - name: gender
886
+ dtype: string
887
+ - name: audio
888
+ dtype: audio
889
+ ---
890
+
891
+ # Waxal Datasets
892
+
893
+ The WAXAL dataset is a large-scale multilingual speech corpus for African languages, introduced in the paper [WAXAL: A Large-Scale Multilingual African Language Speech Corpus](https://huggingface.co/papers/2602.02734).
894
+
895
+ ## Table of Contents
896
+
897
+ - [Dataset Description](#dataset-description)
898
+ - [ASR Dataset](#asr-dataset)
899
+ - [TTS Dataset](#tts-dataset)
900
+ - [How to Use](#how-to-use)
901
+ - [Dataset Structure](#dataset-structure)
902
+ - [ASR Data Fields](#asr-data-fields)
903
+ - [TTS Data Fields](#tts-data-fields)
904
+ - [Data Splits](#data-splits)
905
+ - [Dataset Curation](#dataset-curation)
906
+ - [Considerations for Using the Data](#considerations-for-using-the-data)
907
+ - [Additional Information](#additional-information)
908
+ - [Citation](#citation)
909
+
910
+ ## Dataset Description
911
+
912
+ The Waxal project provides datasets for both Automated Speech Recognition (ASR)
913
+ and Text-to-Speech (TTS) for African languages. The goal of this dataset's
914
+ creation and release is to facilitate research that improves the accuracy and
915
+ fluency of speech and language technology for these underserved languages, and
916
+ to serve as a repository for digital preservation.
917
+
918
+ The Waxal datasets are collections acquired through partnerships with Makerere
919
+ University, The University of Ghana, Digital Umuganda, and Media Trust.
920
+ Acquisition was funded by Google and the Gates Foundation under an agreement to
921
+ make the dataset openly accessible.
922
+
923
+ ### ASR Dataset
924
+
925
+ The Waxal ASR dataset is a collection of data in 19 African languages. It
926
+ consists of approximately 1,250 hours of transcribed natural speech from a wide
927
+ variety of voices. The 19 languages in this dataset represent over 100 million
928
+ speakers across 40 Sub-Saharan African countries.
929
+
930
+ Provider | Languages | License
931
+ :------------------ | :--------------------------------------- | :------------:
932
+ Makerere University | Acholi, Luganda, Masaaba, Nyankole, Soga | `CC-BY-SA-4.0`
933
+ University of Ghana | Akan, Ewe, Dagbani, Dagaare, Ikposo | `CC-BY-4.0`
934
+ Digital Umuganda | Fula, Lingala, Shona, Malagasy, Amharic, Oromo, Sidama, Tigrinya, Wolaytta | `CC-BY-SA-4.0`
935
+
936
+ ### TTS Dataset
937
+
938
+ The Waxal TTS dataset is a collection of text-to-speech data in 16 African
939
+ languages. It consists of over 180 hours of high-quality, single-speaker recordings reading phonetically balanced scripts.
940
+
941
+ Provider | Languages | License
942
+ :------------------ | :----------------------------------- | :------------:
943
+ Makerere University | Acholi, Luganda, Kiswahili, Nyankole | `CC-BY-SA-4.0`
944
+ University of Ghana | Akan (Fante, Twi) | `CC-BY-4.0`
945
+ Media Trust | Fula, Igbo, Hausa, Yoruba, Nigerian Pidgin | `CC-BY-SA-4.0`
946
+ Loud and Clear | Kikuyu, Luo | `CC-BY-SA-4.0`
947
+
948
+ ### How to Use
949
+
950
+ The `datasets` library allows you to load and pre-process your dataset in pure
951
+ Python, at scale.
952
+
953
+ First, ensure you have the necessary dependencies installed to handle audio
954
+ data. You will need `ffmpeg` installed on your system.
955
+
956
+ **Google Colab / Ubuntu**
957
+ ```bash
958
+ sudo apt-get install ffmpeg
959
+ pip install datasets[audio]
960
+ ```
961
+
962
+ **macOS**
963
+ ```bash
964
+ brew install ffmpeg
965
+ pip install datasets[audio]
966
+ ```
967
+
968
+ **Windows**
969
+ Download and install from [ffmpeg.org](https://ffmpeg.org/download.html) and ensure it's in your PATH.
970
+ ```bash
971
+ pip install datasets[audio]
972
+ ```
973
+
974
+ If you encounter `RuntimeError: Could not load libtorchcodec`, please ensure `ffmpeg` is correctly installed or check for compatibility between your `torch`, `torchaudio`, and `torchcodec` versions.
975
+
976
+ **Loading ASR Data**
977
+
978
+ To load ASR data for a specific language, specify the configuration name, e.g.
979
+ `sna_asr` for Shona ASR data.
980
+
981
+ ```python
982
+ from datasets import load_dataset, Audio
983
+
984
+ # Load Shona (sna) ASR dataset
985
+ asr_data = load_dataset("google/WaxalNLP", "sna_asr")
986
+
987
+ # Access splits
988
+ train = asr_data['train']
989
+ val = asr_data['validation']
990
+ test = asr_data['test']
991
+
992
+ # Example: Accessing audio bytes and other fields
993
+ example = train[0]
994
+ print(f"Transcription: {example['transcription']}")
995
+ print(f"Sampling Rate: {example['audio']['sampling_rate']}")
996
+ # 'array' contains the decoded audio bytes as a numpy array
997
+ print(f"Audio Array Shape: {example['audio']['array'].shape}")
998
+ ```
999
+
1000
+ **Loading TTS Data**
1001
+
1002
+ To load TTS data for a specific language, specify the configuration name, e.g.
1003
+ `swa_tts` for Swahili TTS data.
1004
+
1005
+ ```python
1006
+ from datasets import load_dataset
1007
+
1008
+ # Load Swahili (swa) TTS dataset
1009
+ tts_data = load_dataset("google/WaxalNLP", "swa_tts")
1010
+
1011
+ # Access splits
1012
+ train = tts_data['train']
1013
+ ```
1014
+
1015
+ ## Dataset Structure
1016
+
1017
+ ### ASR Data Fields
1018
+
1019
+ ```python
1020
+ {
1021
+ 'id': 'sna_0',
1022
+ 'speaker_id': '...',
1023
+ 'audio': {
1024
+ 'array': [...],
1025
+ 'sample_rate': 16_000
1026
+ },
1027
+ 'transcription': '...',
1028
+ 'language': 'sna',
1029
+ 'gender': 'Female',
1030
+ }
1031
+ ```
1032
+
1033
+ * **id**: Unique identifier.
1034
+ * **speaker_id**: Unique identifier for the speaker.
1035
+ * **audio**: Audio data.
1036
+ * **transcription**: Transcription of the audio.
1037
+ * **language**: ISO 639-2 language code.
1038
+ * **gender**: Speaker gender ('Male', 'Female', or empty).
1039
+
1040
+ ### TTS Data Fields
1041
+
1042
+ ```python
1043
+ {
1044
+ 'id': 'swa_0',
1045
+ 'speaker_id': '...',
1046
+ 'audio': {
1047
+ 'array': [...],
1048
+ 'sample_rate': 16_000
1049
+ },
1050
+ 'text': '...',
1051
+ 'locale': 'swa',
1052
+ 'gender': 'Female',
1053
+ }
1054
+ ```
1055
+
1056
+ * **id**: Unique identifier.
1057
+ * **speaker_id**: Unique identifier for the speaker.
1058
+ * **audio**: Audio data.
1059
+ * **text**: Text script.
1060
+ * **locale**: ISO 639-2 language code.
1061
+ * **gender**: Speaker gender.
1062
+
1063
+ ### Data Splits
1064
+
1065
+ For the **ASR Dataset**, the data with transcriptions is split as follows: *
1066
+ **train**: 80% of labeled data. * **validation**: 10% of labeled data. *
1067
+ **test**: 10% of labeled data.
1068
+
1069
+ The **unlabeled** split contains all samples that do not have a corresponding
1070
+ transcription.
1071
+
1072
+ The **TTS Dataset** follows a similar structure, with data split into `train`,
1073
+ `validation`, and `test` sets.
1074
+
1075
+ ## Dataset Curation
1076
+
1077
+ The data was gathered by multiple partners:
1078
+
1079
+ Provider | Dataset | License
1080
+ :------------------ | :------------------------------------------------------- | :------
1081
+ University of Ghana | [UGSpeechData](https://doi.org/10.57760/sciencedb.22298) | `CC BY 4.0`
1082
+ Digital Umuganda | [AfriVoice](DigitalUmuganda/AfriVoice) | `CC-BY-SA 4.0`
1083
+ Makerere University | [Yogera Dataset](https://doi.org/10.7910/DVN/BEROE0) | `CC-BY-SA 4.0`
1084
+ Media Trust | | `CC-BY-SA 4.0`
1085
+
1086
+ ## Considerations for Using the Data
1087
+
1088
+ Please check the license for the specific languages you are using, as they may
1089
+ differ between providers.
1090
+
1091
+ **Affiliation:** Google Research
1092
+
1093
+ ## Version and Maintenance
1094
+
1095
+ - **Current Version:** 1.0.0
1096
+ - **Last Updated:** 02/2026
1097
+
1098
+ ## Citation
1099
+
1100
+ ```bibtex
1101
+ @article{waxal2026,
1102
+ title={WAXAL: A Large-Scale Multilingual African Language Speech Corpus},
1103
+ author={Anonymous},
1104
+ journal={arXiv preprint arXiv:2602.02734},
1105
+ year={2026}
1106
+ }
1107
+ ```
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