Centi234 AAdonis commited on
Commit
2354b57
·
0 Parent(s):

Duplicate from disco-eth/WorldSpeech

Browse files

Co-authored-by: Adonis ML/AI Research <AAdonis@users.noreply.huggingface.co>

This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. .gitattributes +60 -0
  2. README.md +1238 -0
  3. data/af_za/test-00000.parquet +3 -0
  4. data/af_za/test-00001.parquet +3 -0
  5. data/af_za/test-00002.parquet +3 -0
  6. data/af_za/test-00003.parquet +3 -0
  7. data/af_za/test-00004.parquet +3 -0
  8. data/af_za/test-00005.parquet +3 -0
  9. data/af_za/test-00006.parquet +3 -0
  10. data/af_za/test-00007.parquet +3 -0
  11. data/af_za/test-00008.parquet +3 -0
  12. data/af_za/test-00009.parquet +3 -0
  13. data/af_za/test-00010.parquet +3 -0
  14. data/af_za/test-00011.parquet +3 -0
  15. data/af_za/test-00012.parquet +3 -0
  16. data/af_za/test-00013.parquet +3 -0
  17. data/af_za/test-00014.parquet +3 -0
  18. data/af_za/test-00015.parquet +3 -0
  19. data/af_za/test-00016.parquet +3 -0
  20. data/af_za/test-00017.parquet +3 -0
  21. data/af_za/test-00018.parquet +3 -0
  22. data/af_za/test-00019.parquet +3 -0
  23. data/af_za/test-00020.parquet +3 -0
  24. data/af_za/test-00021.parquet +3 -0
  25. data/af_za/test-00022.parquet +3 -0
  26. data/af_za/test-00023.parquet +3 -0
  27. data/af_za/test-00024.parquet +3 -0
  28. data/af_za/test-00025.parquet +3 -0
  29. data/af_za/train-00000.parquet +3 -0
  30. data/af_za/train-00001.parquet +3 -0
  31. data/af_za/train-00002.parquet +3 -0
  32. data/af_za/train-00003.parquet +3 -0
  33. data/af_za/train-00004.parquet +3 -0
  34. data/af_za/train-00005.parquet +3 -0
  35. data/af_za/train-00006.parquet +3 -0
  36. data/af_za/train-00007.parquet +3 -0
  37. data/af_za/train-00008.parquet +3 -0
  38. data/af_za/train-00009.parquet +3 -0
  39. data/af_za/train-00010.parquet +3 -0
  40. data/af_za/train-00011.parquet +3 -0
  41. data/af_za/train-00012.parquet +3 -0
  42. data/af_za/train-00013.parquet +3 -0
  43. data/af_za/train-00014.parquet +3 -0
  44. data/af_za/train-00015.parquet +3 -0
  45. data/af_za/train-00016.parquet +3 -0
  46. data/af_za/train-00017.parquet +3 -0
  47. data/af_za/train-00018.parquet +3 -0
  48. data/af_za/train-00019.parquet +3 -0
  49. data/af_za/train-00020.parquet +3 -0
  50. data/af_za/train-00021.parquet +3 -0
.gitattributes ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
2
+ *.arrow filter=lfs diff=lfs merge=lfs -text
3
+ *.avro filter=lfs diff=lfs merge=lfs -text
4
+ *.bin filter=lfs diff=lfs merge=lfs -text
5
+ *.bz2 filter=lfs diff=lfs merge=lfs -text
6
+ *.ckpt filter=lfs diff=lfs merge=lfs -text
7
+ *.ftz filter=lfs diff=lfs merge=lfs -text
8
+ *.gz filter=lfs diff=lfs merge=lfs -text
9
+ *.h5 filter=lfs diff=lfs merge=lfs -text
10
+ *.joblib filter=lfs diff=lfs merge=lfs -text
11
+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
12
+ *.lz4 filter=lfs diff=lfs merge=lfs -text
13
+ *.mds filter=lfs diff=lfs merge=lfs -text
14
+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
15
+ *.model filter=lfs diff=lfs merge=lfs -text
16
+ *.msgpack filter=lfs diff=lfs merge=lfs -text
17
+ *.npy filter=lfs diff=lfs merge=lfs -text
18
+ *.npz filter=lfs diff=lfs merge=lfs -text
19
+ *.onnx filter=lfs diff=lfs merge=lfs -text
20
+ *.ot filter=lfs diff=lfs merge=lfs -text
21
+ *.parquet filter=lfs diff=lfs merge=lfs -text
22
+ *.pb filter=lfs diff=lfs merge=lfs -text
23
+ *.pickle filter=lfs diff=lfs merge=lfs -text
24
+ *.pkl filter=lfs diff=lfs merge=lfs -text
25
+ *.pt filter=lfs diff=lfs merge=lfs -text
26
+ *.pth filter=lfs diff=lfs merge=lfs -text
27
+ *.rar filter=lfs diff=lfs merge=lfs -text
28
+ *.safetensors filter=lfs diff=lfs merge=lfs -text
29
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
30
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
31
+ *.tar filter=lfs diff=lfs merge=lfs -text
32
+ *.tflite filter=lfs diff=lfs merge=lfs -text
33
+ *.tgz filter=lfs diff=lfs merge=lfs -text
34
+ *.wasm filter=lfs diff=lfs merge=lfs -text
35
+ *.xz filter=lfs diff=lfs merge=lfs -text
36
+ *.zip filter=lfs diff=lfs merge=lfs -text
37
+ *.zst filter=lfs diff=lfs merge=lfs -text
38
+ *tfevents* filter=lfs diff=lfs merge=lfs -text
39
+ # Audio files - uncompressed
40
+ *.pcm filter=lfs diff=lfs merge=lfs -text
41
+ *.sam filter=lfs diff=lfs merge=lfs -text
42
+ *.raw filter=lfs diff=lfs merge=lfs -text
43
+ # Audio files - compressed
44
+ *.aac filter=lfs diff=lfs merge=lfs -text
45
+ *.flac filter=lfs diff=lfs merge=lfs -text
46
+ *.mp3 filter=lfs diff=lfs merge=lfs -text
47
+ *.ogg filter=lfs diff=lfs merge=lfs -text
48
+ *.wav filter=lfs diff=lfs merge=lfs -text
49
+ # Image files - uncompressed
50
+ *.bmp filter=lfs diff=lfs merge=lfs -text
51
+ *.gif filter=lfs diff=lfs merge=lfs -text
52
+ *.png filter=lfs diff=lfs merge=lfs -text
53
+ *.tiff filter=lfs diff=lfs merge=lfs -text
54
+ # Image files - compressed
55
+ *.jpg filter=lfs diff=lfs merge=lfs -text
56
+ *.jpeg filter=lfs diff=lfs merge=lfs -text
57
+ *.webp filter=lfs diff=lfs merge=lfs -text
58
+ # Video files - compressed
59
+ *.mp4 filter=lfs diff=lfs merge=lfs -text
60
+ *.webm filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,1238 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-nc-4.0
3
+ task_categories:
4
+ - automatic-speech-recognition
5
+ - text-to-speech
6
+ - audio-classification
7
+ language:
8
+ - af
9
+ - am
10
+ - ar
11
+ - az
12
+ - be
13
+ - bn
14
+ - ca
15
+ - ckb
16
+ - cnr
17
+ - crs
18
+ - cs
19
+ - de
20
+ - dv
21
+ - el
22
+ - en
23
+ - eo
24
+ - es
25
+ - fa
26
+ - fr
27
+ - ga
28
+ - grc
29
+ - ha
30
+ - he
31
+ - hi
32
+ - hu
33
+ - hy
34
+ - id
35
+ - ig
36
+ - iu
37
+ - ja
38
+ - ka
39
+ - kk
40
+ - km
41
+ - ko
42
+ - la
43
+ - lb
44
+ - lo
45
+ - mfe
46
+ - mi
47
+ - ml
48
+ - mn
49
+ - mr
50
+ - ms
51
+ - my
52
+ - ne
53
+ - nl
54
+ - nr
55
+ - nso
56
+ - om
57
+ - pa
58
+ - pl
59
+ - pt
60
+ - rm
61
+ - ro
62
+ - ru
63
+ - rw
64
+ - si
65
+ - sm
66
+ - sn
67
+ - sq
68
+ - ss
69
+ - st
70
+ - sv
71
+ - sw
72
+ - ta
73
+ - th
74
+ - ti
75
+ - tl
76
+ - tn
77
+ - tr
78
+ - ts
79
+ - ug
80
+ - uz
81
+ - ve
82
+ - vi
83
+ - xh
84
+ - yue
85
+ - zh
86
+ - zu
87
+ size_categories:
88
+ - 10M<n<100M
89
+ pretty_name: WorldSpeech
90
+ tags:
91
+ - speech
92
+ - multilingual
93
+ - low-resource
94
+ - parliamentary
95
+ - asr
96
+ - tts
97
+ - audio
98
+ configs:
99
+ - config_name: af_za
100
+ data_files:
101
+ - split: train
102
+ path: data/af_za/*train-*.parquet
103
+ - split: test
104
+ path: data/af_za/*test-*.parquet
105
+ - config_name: am_et
106
+ data_files:
107
+ - split: train
108
+ path: data/am_et/*train-*.parquet
109
+ - split: test
110
+ path: data/am_et/*test-*.parquet
111
+ - config_name: ar_bh
112
+ data_files:
113
+ - split: train
114
+ path: data/ar_bh/*train-*.parquet
115
+ - split: test
116
+ path: data/ar_bh/*test-*.parquet
117
+ - config_name: ar_dz
118
+ data_files:
119
+ - split: train
120
+ path: data/ar_dz/*train-*.parquet
121
+ - split: test
122
+ path: data/ar_dz/*test-*.parquet
123
+ - config_name: ar_eg
124
+ data_files:
125
+ - split: train
126
+ path: data/ar_eg/*train-*.parquet
127
+ - split: test
128
+ path: data/ar_eg/*test-*.parquet
129
+ - config_name: ar_iq
130
+ data_files:
131
+ - split: train
132
+ path: data/ar_iq/*train-*.parquet
133
+ - split: test
134
+ path: data/ar_iq/*test-*.parquet
135
+ - config_name: ar_kw
136
+ data_files:
137
+ - split: train
138
+ path: data/ar_kw/*train-*.parquet
139
+ - split: test
140
+ path: data/ar_kw/*test-*.parquet
141
+ - config_name: ar_ma
142
+ data_files:
143
+ - split: train
144
+ path: data/ar_ma/*train-*.parquet
145
+ - split: test
146
+ path: data/ar_ma/*test-*.parquet
147
+ - config_name: ar_sa
148
+ data_files:
149
+ - split: train
150
+ path: data/ar_sa/*train-*.parquet
151
+ - split: test
152
+ path: data/ar_sa/*test-*.parquet
153
+ - config_name: ar_tn
154
+ data_files:
155
+ - split: train
156
+ path: data/ar_tn/*train-*.parquet
157
+ - split: test
158
+ path: data/ar_tn/*test-*.parquet
159
+ - config_name: ar_un
160
+ data_files:
161
+ - split: train
162
+ path: data/ar_un/*train-*.parquet
163
+ - split: test
164
+ path: data/ar_un/*test-*.parquet
165
+ - config_name: as_in
166
+ data_files:
167
+ - split: train
168
+ path: data/as_in/in_as_air-train-*.parquet
169
+ - split: test
170
+ path: data/as_in/in_as_air-test-*.parquet
171
+ - config_name: az_az
172
+ data_files:
173
+ - split: train
174
+ path: data/az_az/*train-*.parquet
175
+ - split: test
176
+ path: data/az_az/*test-*.parquet
177
+ - config_name: be_by
178
+ data_files:
179
+ - split: train
180
+ path: data/be_by/*train-*.parquet
181
+ - split: test
182
+ path: data/be_by/*test-*.parquet
183
+ - config_name: bn_bd
184
+ data_files:
185
+ - split: train
186
+ path: data/bn_bd/*train-*.parquet
187
+ - split: test
188
+ path: data/bn_bd/*test-*.parquet
189
+ - config_name: bn_in
190
+ data_files:
191
+ - split: train
192
+ path: data/bn_in/in_bn_air-train-*.parquet
193
+ - split: test
194
+ path: data/bn_in/in_bn_air-test-*.parquet
195
+ - config_name: ca_es
196
+ data_files:
197
+ - split: train
198
+ path: data/ca_es/*train-*.parquet
199
+ - split: test
200
+ path: data/ca_es/*test-*.parquet
201
+ - config_name: ca_fr
202
+ default: true
203
+ data_files:
204
+ - split: train
205
+ path: data/ca_fr/train-*.parquet
206
+ - split: test
207
+ path: data/ca_fr/test-*.parquet
208
+ - config_name: ckb_iq
209
+ data_files:
210
+ - split: train
211
+ path: data/ckb_iq/*train-*.parquet
212
+ - split: test
213
+ path: data/ckb_iq/*test-*.parquet
214
+ - config_name: cn_ug
215
+ data_files:
216
+ - split: train
217
+ path: data/cn_ug/*train-*.parquet
218
+ - split: test
219
+ path: data/cn_ug/*test-*.parquet
220
+ - config_name: cnr_me
221
+ data_files:
222
+ - split: train
223
+ path: data/cnr_me/*train-*.parquet
224
+ - split: test
225
+ path: data/cnr_me/*test-*.parquet
226
+ - config_name: crs_sc
227
+ data_files:
228
+ - split: train
229
+ path: data/crs_sc/*train-*.parquet
230
+ - split: test
231
+ path: data/crs_sc/*test-*.parquet
232
+ - config_name: cs_cz
233
+ data_files:
234
+ - split: train
235
+ path:
236
+ - data/cs_cz/*train-*.parquet
237
+ - data/cz_cs/*train-*.parquet
238
+ - split: test
239
+ path:
240
+ - data/cs_cz/*test-*.parquet
241
+ - data/cz_cs/*test-*.parquet
242
+ - config_name: de_at
243
+ data_files:
244
+ - split: train
245
+ path: data/de_at/*train-*.parquet
246
+ - split: test
247
+ path: data/de_at/*test-*.parquet
248
+ - config_name: de_li
249
+ data_files:
250
+ - split: train
251
+ path: data/de_li/train-*.parquet
252
+ - split: test
253
+ path: data/de_li/test-*.parquet
254
+ - config_name: dgo_in
255
+ data_files:
256
+ - split: train
257
+ path: data/dgo_in/in_dgo_air-train-*.parquet
258
+ - split: test
259
+ path: data/dgo_in/in_dgo_air-test-*.parquet
260
+ - config_name: dv_mv
261
+ data_files:
262
+ - split: train
263
+ path: data/dv_mv/*train-*.parquet
264
+ - split: test
265
+ path: data/dv_mv/*test-*.parquet
266
+ - config_name: el_cy
267
+ data_files:
268
+ - split: train
269
+ path: data/el_cy/*train-*.parquet
270
+ - split: test
271
+ path: data/el_cy/*test-*.parquet
272
+ - config_name: el_gr
273
+ data_files:
274
+ - split: train
275
+ path: data/el_gr/*train-*.parquet
276
+ - split: test
277
+ path: data/el_gr/*test-*.parquet
278
+ - config_name: en_au
279
+ data_files:
280
+ - split: train
281
+ path: data/en_au/*train-*.parquet
282
+ - split: test
283
+ path: data/en_au/*test-*.parquet
284
+ - config_name: en_jm
285
+ data_files:
286
+ - split: train
287
+ path: data/en_jm/*train-*.parquet
288
+ - split: test
289
+ path: data/en_jm/*test-*.parquet
290
+ - config_name: en_ke
291
+ data_files:
292
+ - split: train
293
+ path: data/en_ke/*train-*.parquet
294
+ - split: test
295
+ path: data/en_ke/*test-*.parquet
296
+ - config_name: en_nz
297
+ data_files:
298
+ - split: train
299
+ path: data/en_nz/*train-*.parquet
300
+ - split: test
301
+ path: data/en_nz/*test-*.parquet
302
+ - config_name: en_pk
303
+ data_files:
304
+ - split: train
305
+ path: data/en_pk/train-*.parquet
306
+ - split: test
307
+ path: data/en_pk/test-*.parquet
308
+ - config_name: en_sl
309
+ data_files:
310
+ - split: train
311
+ path: data/en_sl/*train-*.parquet
312
+ - split: test
313
+ path: data/en_sl/*test-*.parquet
314
+ - config_name: en_us
315
+ data_files:
316
+ - split: train
317
+ path: data/en_us/*train-*.parquet
318
+ - split: test
319
+ path: data/en_us/*test-*.parquet
320
+ - config_name: en_zm
321
+ data_files:
322
+ - split: train
323
+ path: data/en_zm/*train-*.parquet
324
+ - split: test
325
+ path: data/en_zm/*test-*.parquet
326
+ - config_name: eo
327
+ data_files:
328
+ - split: train
329
+ path: data/eo/*train-*.parquet
330
+ - split: test
331
+ path: data/eo/*test-*.parquet
332
+ - config_name: es_ar
333
+ data_files:
334
+ - split: train
335
+ path: data/es_ar/*train-*.parquet
336
+ - split: test
337
+ path: data/es_ar/*test-*.parquet
338
+ - config_name: es_cl
339
+ data_files:
340
+ - split: train
341
+ path: data/es_cl/*train-*.parquet
342
+ - split: test
343
+ path: data/es_cl/*test-*.parquet
344
+ - config_name: es_co
345
+ data_files:
346
+ - split: train
347
+ path: data/es_co/*train-*.parquet
348
+ - split: test
349
+ path: data/es_co/*test-*.parquet
350
+ - config_name: es_es
351
+ data_files:
352
+ - split: train
353
+ path: data/es_es/*train-*.parquet
354
+ - split: test
355
+ path: data/es_es/*test-*.parquet
356
+ - config_name: es_mx
357
+ data_files:
358
+ - split: train
359
+ path: data/es_mx/*train-*.parquet
360
+ - split: test
361
+ path: data/es_mx/*test-*.parquet
362
+ - config_name: es_pe
363
+ data_files:
364
+ - split: train
365
+ path: data/es_pe/*train-*.parquet
366
+ - split: test
367
+ path: data/es_pe/*test-*.parquet
368
+ - config_name: es_pr
369
+ data_files:
370
+ - split: train
371
+ path: data/es_pr/*train-*.parquet
372
+ - split: test
373
+ path: data/es_pr/*test-*.parquet
374
+ - config_name: es_py
375
+ data_files:
376
+ - split: train
377
+ path: data/es_py/*train-*.parquet
378
+ - split: test
379
+ path: data/es_py/*test-*.parquet
380
+ - config_name: es_uy
381
+ data_files:
382
+ - split: train
383
+ path: data/es_uy/*train-*.parquet
384
+ - split: test
385
+ path: data/es_uy/*test-*.parquet
386
+ - config_name: fa_ir
387
+ data_files:
388
+ - split: train
389
+ path: data/fa_ir/*train-*.parquet
390
+ - split: test
391
+ path: data/fa_ir/*test-*.parquet
392
+ - config_name: fr_ca
393
+ data_files:
394
+ - split: train
395
+ path: data/fr_ca/*train-*.parquet
396
+ - split: test
397
+ path: data/fr_ca/*test-*.parquet
398
+ - config_name: fr_cd
399
+ data_files:
400
+ - split: train
401
+ path: data/fr_cd/*train-*.parquet
402
+ - split: test
403
+ path: data/fr_cd/*test-*.parquet
404
+ - config_name: fr_ci
405
+ data_files:
406
+ - split: train
407
+ path: data/fr_ci/*train-*.parquet
408
+ - split: test
409
+ path: data/fr_ci/*test-*.parquet
410
+ - config_name: grc_gr
411
+ data_files:
412
+ - split: train
413
+ path: data/grc_gr/*train-*.parquet
414
+ - split: test
415
+ path: data/grc_gr/*test-*.parquet
416
+ - config_name: gu_in
417
+ data_files:
418
+ - split: train
419
+ path: data/gu_in/in_gu_air-train-*.parquet
420
+ - split: test
421
+ path: data/gu_in/in_gu_air-test-*.parquet
422
+ - config_name: ha_ng
423
+ data_files:
424
+ - split: train
425
+ path: data/ha_ng/*train-*.parquet
426
+ - split: test
427
+ path: data/ha_ng/*test-*.parquet
428
+ - config_name: ha_td
429
+ data_files:
430
+ - split: train
431
+ path: data/ha_td/*train-*.parquet
432
+ - split: test
433
+ path: data/ha_td/*test-*.parquet
434
+ - config_name: he_il
435
+ data_files:
436
+ - split: train
437
+ path: data/he_il/*train-*.parquet
438
+ - split: test
439
+ path: data/he_il/*test-*.parquet
440
+ - config_name: hi_in
441
+ data_files:
442
+ - split: train
443
+ path:
444
+ - data/hi_in/train-*.parquet
445
+ - data/hi_in/in_hi_bh-train-*.parquet
446
+ - data/hi_in/in_hi_mkb-train-*.parquet
447
+ - data/hi_in/in_hi_rj-train-*.parquet
448
+ - data/hi_in/in_hi_air-train-*.parquet
449
+ - data/hi_in/in_hi_rs-train-*.parquet
450
+ - split: test
451
+ path:
452
+ - data/hi_in/test-*.parquet
453
+ - data/hi_in/in_hi_bh-test-*.parquet
454
+ - data/hi_in/in_hi_mkb-test-*.parquet
455
+ - data/hi_in/in_hi_rj-test-*.parquet
456
+ - data/hi_in/in_hi_air-test-*.parquet
457
+ - data/hi_in/in_hi_rs-test-*.parquet
458
+ - config_name: hu_hu
459
+ data_files:
460
+ - split: train
461
+ path: data/hu_hu/*train-*.parquet
462
+ - split: test
463
+ path: data/hu_hu/*test-*.parquet
464
+ - config_name: hy_am
465
+ data_files:
466
+ - split: train
467
+ path: data/hy_am/*train-*.parquet
468
+ - split: test
469
+ path: data/hy_am/*test-*.parquet
470
+ - config_name: id_id
471
+ data_files:
472
+ - split: train
473
+ path: data/id_id/*train-*.parquet
474
+ - split: test
475
+ path: data/id_id/*test-*.parquet
476
+ - config_name: ig_ng
477
+ data_files:
478
+ - split: train
479
+ path: data/ig_ng/*train-*.parquet
480
+ - split: test
481
+ path: data/ig_ng/*test-*.parquet
482
+ - config_name: ja_jp
483
+ data_files:
484
+ - split: train
485
+ path: data/ja_jp/*train-*.parquet
486
+ - split: test
487
+ path: data/ja_jp/*test-*.parquet
488
+ - config_name: ka_ge
489
+ data_files:
490
+ - split: train
491
+ path: data/ka_ge/*train-*.parquet
492
+ - split: test
493
+ path: data/ka_ge/*test-*.parquet
494
+ - config_name: kh_km
495
+ data_files:
496
+ - split: train
497
+ path: data/kh_km/*train-*.parquet
498
+ - split: test
499
+ path: data/kh_km/*test-*.parquet
500
+ - config_name: kk_kz
501
+ data_files:
502
+ - split: train
503
+ path: data/kk_kz/*train-*.parquet
504
+ - split: test
505
+ path: data/kk_kz/*test-*.parquet
506
+ - config_name: kn_in
507
+ data_files:
508
+ - split: train
509
+ path: data/kn_in/in_kn_air-train-*.parquet
510
+ - split: test
511
+ path: data/kn_in/in_kn_air-test-*.parquet
512
+ - config_name: ko_kr
513
+ data_files:
514
+ - split: train
515
+ path: data/ko_kr/*train-*.parquet
516
+ - split: test
517
+ path: data/ko_kr/*test-*.parquet
518
+ - config_name: kok_in
519
+ data_files:
520
+ - split: train
521
+ path: data/kok_in/in_kok_air-train-*.parquet
522
+ - split: test
523
+ path: data/kok_in/in_kok_air-test-*.parquet
524
+ - config_name: la_lo
525
+ data_files:
526
+ - split: train
527
+ path: data/la_lo/*train-*.parquet
528
+ - split: test
529
+ path: data/la_lo/*test-*.parquet
530
+ - config_name: la_va
531
+ data_files:
532
+ - split: train
533
+ path: data/la_va/*train-*.parquet
534
+ - split: test
535
+ path: data/la_va/*test-*.parquet
536
+ - config_name: lb_lu
537
+ data_files:
538
+ - split: train
539
+ path: data/lb_lu/*train-*.parquet
540
+ - split: test
541
+ path: data/lb_lu/*test-*.parquet
542
+ - config_name: mai_in
543
+ data_files:
544
+ - split: train
545
+ path: data/mai_in/in_mai_air-train-*.parquet
546
+ - split: test
547
+ path: data/mai_in/in_mai_air-test-*.parquet
548
+ - config_name: mfe_mu
549
+ data_files:
550
+ - split: train
551
+ path: data/mfe_mu/*train-*.parquet
552
+ - split: test
553
+ path: data/mfe_mu/*test-*.parquet
554
+ - config_name: mi_nz
555
+ data_files:
556
+ - split: train
557
+ path: data/mi_nz/*train-*.parquet
558
+ - split: test
559
+ path: data/mi_nz/*test-*.parquet
560
+ - config_name: ml_in
561
+ data_files:
562
+ - split: train
563
+ path:
564
+ - data/ml_in/*train-*.parquet
565
+ - data/ml_in/in_ml_air-train-*.parquet
566
+ - split: test
567
+ path:
568
+ - data/ml_in/*test-*.parquet
569
+ - data/ml_in/in_ml_air-test-*.parquet
570
+ - config_name: mm_my
571
+ data_files:
572
+ - split: train
573
+ path: data/mm_my/*train-*.parquet
574
+ - split: test
575
+ path: data/mm_my/*test-*.parquet
576
+ - config_name: mn_mn
577
+ data_files:
578
+ - split: train
579
+ path: data/mn_mn/*train-*.parquet
580
+ - split: test
581
+ path: data/mn_mn/*test-*.parquet
582
+ - config_name: mr_in
583
+ data_files:
584
+ - split: train
585
+ path:
586
+ - data/mr_in/*train-*.parquet
587
+ - data/mr_in/in_mr_air-train-*.parquet
588
+ - split: test
589
+ path:
590
+ - data/mr_in/*test-*.parquet
591
+ - data/mr_in/in_mr_air-test-*.parquet
592
+ - config_name: ms_my
593
+ data_files:
594
+ - split: train
595
+ path: data/ms_my/*train-*.parquet
596
+ - split: test
597
+ path: data/ms_my/*test-*.parquet
598
+ - config_name: ne_in
599
+ data_files:
600
+ - split: train
601
+ path: data/ne_in/in_ne_air-train-*.parquet
602
+ - split: test
603
+ path: data/ne_in/in_ne_air-test-*.parquet
604
+ - config_name: ne_np
605
+ data_files:
606
+ - split: train
607
+ path: data/ne_np/*train-*.parquet
608
+ - split: test
609
+ path: data/ne_np/*test-*.parquet
610
+ - config_name: nl_be
611
+ data_files:
612
+ - split: train
613
+ path: data/nl_be/*train-*.parquet
614
+ - split: test
615
+ path: data/nl_be/*test-*.parquet
616
+ - config_name: nl_nl
617
+ data_files:
618
+ - split: train
619
+ path: data/nl_nl/*train-*.parquet
620
+ - split: test
621
+ path: data/nl_nl/*test-*.parquet
622
+ - config_name: nr_za
623
+ data_files:
624
+ - split: train
625
+ path: data/nr_za/*train-*.parquet
626
+ - split: test
627
+ path: data/nr_za/*test-*.parquet
628
+ - config_name: nso_za
629
+ data_files:
630
+ - split: train
631
+ path: data/nso_za/*train-*.parquet
632
+ - split: test
633
+ path: data/nso_za/*test-*.parquet
634
+ - config_name: om_et
635
+ data_files:
636
+ - split: train
637
+ path: data/om_et/*train-*.parquet
638
+ - split: test
639
+ path: data/om_et/*test-*.parquet
640
+ - config_name: or_in
641
+ data_files:
642
+ - split: train
643
+ path: data/or_in/in_or_air-train-*.parquet
644
+ - split: test
645
+ path: data/or_in/in_or_air-test-*.parquet
646
+ - config_name: pa_in
647
+ data_files:
648
+ - split: train
649
+ path:
650
+ - data/pa_in/*train-*.parquet
651
+ - data/pa_in/in_pa_air-train-*.parquet
652
+ - split: test
653
+ path:
654
+ - data/pa_in/*test-*.parquet
655
+ - data/pa_in/in_pa_air-test-*.parquet
656
+ - config_name: pl_pl
657
+ data_files:
658
+ - split: train
659
+ path: data/pl_pl/*train-*.parquet
660
+ - split: test
661
+ path: data/pl_pl/*test-*.parquet
662
+ - config_name: pt_br
663
+ data_files:
664
+ - split: train
665
+ path: data/pt_br/*train-*.parquet
666
+ - split: test
667
+ path: data/pt_br/*test-*.parquet
668
+ - config_name: rm_ch
669
+ data_files:
670
+ - split: train
671
+ path: data/rm_ch/*train-*.parquet
672
+ - split: test
673
+ path: data/rm_ch/*test-*.parquet
674
+ - config_name: ro_md
675
+ data_files:
676
+ - split: train
677
+ path: data/ro_md/*train-*.parquet
678
+ - split: test
679
+ path: data/ro_md/*test-*.parquet
680
+ - config_name: ro_ro
681
+ data_files:
682
+ - split: train
683
+ path: data/ro_ro/*train-*.parquet
684
+ - split: test
685
+ path: data/ro_ro/*test-*.parquet
686
+ - config_name: ru_by
687
+ data_files:
688
+ - split: train
689
+ path: data/ru_by/*train-*.parquet
690
+ - split: test
691
+ path: data/ru_by/*test-*.parquet
692
+ - config_name: ru_ru
693
+ data_files:
694
+ - split: train
695
+ path: data/ru_ru/*train-*.parquet
696
+ - split: test
697
+ path: data/ru_ru/*test-*.parquet
698
+ - config_name: rw_rw
699
+ data_files:
700
+ - split: train
701
+ path: data/rw_rw/*train-*.parquet
702
+ - split: test
703
+ path: data/rw_rw/*test-*.parquet
704
+ - config_name: si_lk
705
+ data_files:
706
+ - split: train
707
+ path: data/si_lk/*train-*.parquet
708
+ - split: test
709
+ path: data/si_lk/*test-*.parquet
710
+ - config_name: sm_ws
711
+ data_files:
712
+ - split: train
713
+ path: data/sm_ws/*train-*.parquet
714
+ - split: test
715
+ path: data/sm_ws/*test-*.parquet
716
+ - config_name: sn_zw
717
+ data_files:
718
+ - split: train
719
+ path: data/sn_zw/*train-*.parquet
720
+ - split: test
721
+ path: data/sn_zw/*test-*.parquet
722
+ - config_name: sq_al
723
+ data_files:
724
+ - split: train
725
+ path: data/sq_al/*train-*.parquet
726
+ - split: test
727
+ path: data/sq_al/*test-*.parquet
728
+ - config_name: sq_xk
729
+ data_files:
730
+ - split: train
731
+ path: data/sq_xk/*train-*.parquet
732
+ - split: test
733
+ path: data/sq_xk/*test-*.parquet
734
+ - config_name: ss_za
735
+ data_files:
736
+ - split: train
737
+ path: data/ss_za/*train-*.parquet
738
+ - split: test
739
+ path: data/ss_za/*test-*.parquet
740
+ - config_name: st_za
741
+ data_files:
742
+ - split: train
743
+ path: data/st_za/*train-*.parquet
744
+ - split: test
745
+ path: data/st_za/*test-*.parquet
746
+ - config_name: sv_ax
747
+ data_files:
748
+ - split: train
749
+ path: data/sv_ax/*train-*.parquet
750
+ - split: test
751
+ path: data/sv_ax/*test-*.parquet
752
+ - config_name: sw_ke
753
+ data_files:
754
+ - split: train
755
+ path: data/sw_ke/*train-*.parquet
756
+ - split: test
757
+ path: data/sw_ke/*test-*.parquet
758
+ - config_name: sw_tz
759
+ data_files:
760
+ - split: train
761
+ path:
762
+ - data/sw_tz/tz_sw_znz-train-*.parquet
763
+ - data/sw_tz/tz_sw_bunge-train-*.parquet
764
+ - split: test
765
+ path:
766
+ - data/sw_tz/tz_sw_znz-test-*.parquet
767
+ - data/sw_tz/tz_sw_bunge-test-*.parquet
768
+ - config_name: ta_in
769
+ data_files:
770
+ - split: train
771
+ path: data/ta_in/in_ta_air-train-*.parquet
772
+ - split: test
773
+ path: data/ta_in/in_ta_air-test-*.parquet
774
+ - config_name: ta_lk
775
+ data_files:
776
+ - split: train
777
+ path: data/ta_lk/*train-*.parquet
778
+ - split: test
779
+ path: data/ta_lk/*test-*.parquet
780
+ - config_name: te_in
781
+ data_files:
782
+ - split: train
783
+ path: data/te_in/in_te_air-train-*.parquet
784
+ - split: test
785
+ path: data/te_in/in_te_air-test-*.parquet
786
+ - config_name: th_th
787
+ data_files:
788
+ - split: train
789
+ path: data/th_th/*train-*.parquet
790
+ - split: test
791
+ path: data/th_th/*test-*.parquet
792
+ - config_name: ti_et
793
+ data_files:
794
+ - split: train
795
+ path: data/ti_et/*train-*.parquet
796
+ - split: test
797
+ path: data/ti_et/*test-*.parquet
798
+ - config_name: tl_ph
799
+ data_files:
800
+ - split: train
801
+ path: data/tl_ph/*train-*.parquet
802
+ - split: test
803
+ path: data/tl_ph/*test-*.parquet
804
+ - config_name: tn_bw
805
+ data_files:
806
+ - split: train
807
+ path: data/tn_bw/*train-*.parquet
808
+ - split: test
809
+ path: data/tn_bw/*test-*.parquet
810
+ - config_name: tn_za
811
+ data_files:
812
+ - split: train
813
+ path: data/tn_za/*train-*.parquet
814
+ - split: test
815
+ path: data/tn_za/*test-*.parquet
816
+ - config_name: tr_tr
817
+ data_files:
818
+ - split: train
819
+ path: data/tr_tr/*train-*.parquet
820
+ - split: test
821
+ path: data/tr_tr/*test-*.parquet
822
+ - config_name: ts_za
823
+ data_files:
824
+ - split: train
825
+ path: data/ts_za/*train-*.parquet
826
+ - split: test
827
+ path: data/ts_za/*test-*.parquet
828
+ - config_name: ur_in
829
+ data_files:
830
+ - split: train
831
+ path: data/ur_in/in_ur_air-train-*.parquet
832
+ - split: test
833
+ path: data/ur_in/in_ur_air-test-*.parquet
834
+ - config_name: ur_pk
835
+ data_files:
836
+ - split: train
837
+ path: data/ur_pk/train-*.parquet
838
+ - split: test
839
+ path: data/ur_pk/test-*.parquet
840
+ - config_name: uz_uz
841
+ data_files:
842
+ - split: train
843
+ path: data/uz_uz/*train-*.parquet
844
+ - split: test
845
+ path: data/uz_uz/*test-*.parquet
846
+ - config_name: ve_za
847
+ data_files:
848
+ - split: train
849
+ path: data/ve_za/*train-*.parquet
850
+ - config_name: vn_vi
851
+ data_files:
852
+ - split: train
853
+ path: data/vn_vi/*train-*.parquet
854
+ - split: test
855
+ path: data/vn_vi/*test-*.parquet
856
+ - config_name: xh_za
857
+ data_files:
858
+ - split: train
859
+ path: data/xh_za/*train-*.parquet
860
+ - split: test
861
+ path: data/xh_za/*test-*.parquet
862
+ - config_name: yue_hk
863
+ data_files:
864
+ - split: train
865
+ path: data/yue_hk/*train-*.parquet
866
+ - split: test
867
+ path: data/yue_hk/*test-*.parquet
868
+ - config_name: zh_tw
869
+ data_files:
870
+ - split: train
871
+ path: data/zh_tw/*train-*.parquet
872
+ - split: test
873
+ path: data/zh_tw/*test-*.parquet
874
+ - config_name: zu_za
875
+ data_files:
876
+ - split: train
877
+ path: data/zu_za/*train-*.parquet
878
+ - split: test
879
+ path: data/zu_za/*test-*.parquet
880
+ ---
881
+
882
+ # WorldSpeech
883
+
884
+ A multilingual ASR dataset containing over 65k hours of human transcribed speech across 127 language-region variants, drawn from national parliaments, public broadcasters, public-domain audiobooks, and international institutions. Rows consist of 24 kHz speech utterances paired with a human-provided transcript, an aligned ASR transcript, character error rate (CER) between the two, a WADA-SNR estimate, and four DNSMOS-P.835 quality scores.
885
+
886
+ ## Dataset Overview
887
+
888
+
889
+ | Metric | Value |
890
+ | :--- | :--- |
891
+ | Total hours | 65,072 |
892
+ | Distinct languages | 88 (76 above 10 hours) |
893
+ | Language variations | 127 |
894
+ | Languages ≥ 1,000 h | 24 |
895
+ | Languages ≥ 500 h | 28 |
896
+ | Languages ≥ 200 h | 37 |
897
+ | Languages ≥ 50 h | 53 |
898
+ | Avg DNSMOS-P.835 OVR | 2.83 |
899
+ | Sample rate | 24 kHz |
900
+
901
+
902
+ ## How to use
903
+
904
+ ```python
905
+ from datasets import load_dataset
906
+
907
+ ds = load_dataset("disco-eth/WorldSpeech", "nl_nl", split="train")
908
+
909
+ row = ds[0]
910
+ wav = row["audio"]["array"]
911
+ sr = row["audio"]["sampling_rate"]
912
+ text = row["human_transcript"]
913
+ snr = row["snr"]
914
+ dnsmos = row["dnsmos_ovr"]
915
+ ```
916
+
917
+ ### Streaming
918
+
919
+ ```python
920
+ from datasets import load_dataset
921
+
922
+ ds = load_dataset("disco-eth/WorldSpeech", "nl_nl", split="train", streaming=True)
923
+
924
+ for row in ds:
925
+ wav = row["audio"]["array"]
926
+ break
927
+ ```
928
+
929
+
930
+ ## Schema
931
+
932
+ | Field | Description |
933
+ |---|---|
934
+ | `audio` | OGG Opus decoded to `{"array": np.float32[N], "sampling_rate": 24000}` |
935
+ | `human_transcript` | Human-provided transcript |
936
+ | `asr_transcript` | ASR output used for alignment and CER computation |
937
+ | `cer` | Character error rate between `asr_transcript` and `human_transcript` |
938
+ | `snr` | WADA-SNR estimate, dB |
939
+ | `dnsmos_sig` | DNSMOS-P.835 signal quality |
940
+ | `dnsmos_bak` | DNSMOS-P.835 background noise |
941
+ | `dnsmos_ovr` | DNSMOS-P.835 overall MOS |
942
+ | `dnsmos_p808` | DNSMOS-P.808 MOS |
943
+ | `duration` | Segment duration in seconds |
944
+ | `source` | Source identifier (e.g. `parliament_nl`, `librivox`, `voa_hausa`) |
945
+ | `source_url` | URL to the original recording |
946
+ | `source_start_s` | Start offset within the source recording (seconds) |
947
+ | `source_end_s` | End offset within the source recording (seconds) |
948
+ | `session_date` | ISO-8601 date of the original recording |
949
+ | `segment_id` | Unique identifier for this segment |
950
+ | `language` | BCP-47 language tag |
951
+ | `country` | ISO 3166-1 alpha-2 country code (`un` / `va` for international) |
952
+
953
+
954
+ ## Language Coverage
955
+
956
+ | Config | Country | Language | Hours | DNSMOS OVR |
957
+ |---|---|---|---|---|
958
+ | `af_za` | South Africa | Afrikaans | 20.2 | 2.79 |
959
+ | `am_et` | Ethiopia | Amharic | 39.6 | 3.11 |
960
+ | `ar_bh` | Bahrain | Arabic | 272.5 | 2.72 |
961
+ | `ar_dz` | Algeria | Arabic | 92.9 | 2.66 |
962
+ | `ar_eg` | Egypt | Arabic | 22.0 | 2.86 |
963
+ | `ar_iq` | Iraq | Arabic | 291.9 | 2.94 |
964
+ | `ar_kw` | Kuwait | Arabic | 175.5 | 2.82 |
965
+ | `ar_ma` | Morocco | Arabic | 78.3 | 2.68 |
966
+ | `ar_sa` | Saudi Arabia | Arabic | 6.1 | 2.01 |
967
+ | `ar_tn` | Tunisia | Arabic | 50.9 | 2.74 |
968
+ | `ar_un` | United Nations | Arabic | 11.1 | 3.03 |
969
+ | `as_in` | India | Assamese | 54.5 | 3.06 |
970
+ | `az_az` | Azerbaijan | Azerbaijani | 305.4 | 2.76 |
971
+ | `be_by` | Belarus | Belarusian | 24.2 | 3.10 |
972
+ | `bn_bd` | Bangladesh | Bengali | 46.1 | 3.03 |
973
+ | `bn_in` | India | Bengali | 26.7 | 2.83 |
974
+ | `ca_es` | Spain | Catalan | 1,171.0 | 2.99 |
975
+ | `ckb_iq` | Iraq | Sorani Kurdish | 35.3 | 2.93 |
976
+ | `cn_ug` | China | Uyghur | 200.0 | 2.86 |
977
+ | `cnr_me` | Montenegro | Montenegrin | 47.9 | 2.98 |
978
+ | `crs_sc` | Seychelles | Kreol Seselwa | 1,602.3 | 3.15 |
979
+ | `cs_cz` | Czech Republic | Czech | 3,717.4 | 2.86 |
980
+ | `de_at` | Austria | German | 1,077.5 | 2.93 |
981
+ | `de_li` | Liechtenstein | German | 829.7 | 2.79 |
982
+ | `dgo_in` | India | Dogri | 34.5 | 3.17 |
983
+ | `dv_mv` | Maldives | Dhivehi | 20.0 | 2.92 |
984
+ | `el_cy` | Cyprus | Greek | 394.4 | 2.90 |
985
+ | `el_gr` | Greece | Greek | 35.9 | 3.37 |
986
+ | `en_au` | Australia | English | 568.4 | 3.02 |
987
+ | `en_jm` | Jamaica | English | 9.6 | 2.52 |
988
+ | `en_ke` | Kenya | English | 170.0 | 2.97 |
989
+ | `en_nz` | New Zealand | English | 435.7 | 2.68 |
990
+ | `en_pk` | Pakistan | English | 8.5 | 2.28 |
991
+ | `en_sl` | Sierra Leone | English | 102.4 | 2.70 |
992
+ | `en_us` | USA | English | 3,725.9 | 2.85 |
993
+ | `en_zm` | Zambia | English | 291.6 | 2.70 |
994
+ | `eo` | (international) | Esperanto | 15.0 | 3.27 |
995
+ | `es_ar` | Argentina | Spanish | 251.7 | 2.78 |
996
+ | `es_cl` | Chile | Spanish | 1,740.5 | 2.94 |
997
+ | `es_co` | Colombia | Spanish | 156.8 | 2.75 |
998
+ | `es_es` | Spain | Spanish | 2,097.4 | 2.52 |
999
+ | `es_mx` | Mexico | Spanish | 901.6 | 2.63 |
1000
+ | `es_pe` | Peru | Spanish | 387.4 | 2.63 |
1001
+ | `es_pr` | Puerto Rico | Spanish | 228.6 | 2.73 |
1002
+ | `es_py` | Paraguay | Spanish | 133.2 | 3.14 |
1003
+ | `es_uy` | Uruguay | Spanish | 894.4 | 2.94 |
1004
+ | `fa_ir` | Iran | Persian | 27.6 | 2.94 |
1005
+ | `ca_fr` | Canada | French | 5,989.3 | 2.88 |
1006
+ | `fr_cd` | DR Congo | French | 28.0 | 3.00 |
1007
+ | `fr_ci` | Côte d'Ivoire | French | 11.9 | 2.97 |
1008
+ | `ga_ie` | Ireland | Irish | 60.6 | 3.00 |
1009
+ | `grc_gr` | Greece | Ancient Greek | 1.3 | 3.25 |
1010
+ | `gu_in` | India | Gujarati | 27.2 | 3.09 |
1011
+ | `ha_ng` | Nigeria | Hausa | 54.9 | 2.88 |
1012
+ | `ha_td` | Chad | Hausa | 71.5 | 2.87 |
1013
+ | `he_il` | Israel | Hebrew | 41.8 | 3.21 |
1014
+ | `hi_in` | India | Hindi | 1,706.7 | 2.68 |
1015
+ | `hu_hu` | Hungary | Hungarian | 1,350.1 | 2.96 |
1016
+ | `hy_am` | Armenia | Armenian | 1,138.9 | 2.59 |
1017
+ | `id_id` | Indonesia | Indonesian | 340.0 | 2.95 |
1018
+ | `ig_ng` | Nigeria | Igbo | 40.7 | 3.31 |
1019
+ | `iu_ca` | Canada | Inuktitut | 33.8 | 2.81 |
1020
+ | `ja_jp` | Japan | Japanese | 1,387.2 | 2.86 |
1021
+ | `ka_ge` | Georgia | Georgian | 206.4 | 2.37 |
1022
+ | `kh_km` | Cambodia | Khmer | 1,323.0 | 2.85 |
1023
+ | `kk_kz` | Kazakhstan | Kazakh | 179.0 | 2.84 |
1024
+ | `kn_in` | India | Kannada | 30.2 | 3.19 |
1025
+ | `ko_kr` | South Korea | Korean | 1,454.1 | 3.07 |
1026
+ | `kok_in` | India | Konkani | 0.7 | 3.19 |
1027
+ | `la_lo` | Laos | Lao | 827.0 | 2.82 |
1028
+ | `la_va` | Vatican | Latin | 34.8 | 3.37 |
1029
+ | `lb_lu` | Luxembourg | Luxembourgish | 1,805.3 | 2.87 |
1030
+ | `mai_in` | India | Maithili | 9.6 | 3.19 |
1031
+ | `mfe_mu` | Mauritius | Mauritian Creole | 44.3 | 3.45 |
1032
+ | `mi_nz` | New Zealand | Māori | 1.6 | 2.85 |
1033
+ | `ml_in` | India | Malayalam | 56.7 | 3.10 |
1034
+ | `mm_my` | Myanmar | Burmese | 865.0 | 2.88 |
1035
+ | `mn_mn` | Mongolia | Mongolian | 181.0 | 2.80 |
1036
+ | `mr_in` | India | Marathi | 114.3 | 3.17 |
1037
+ | `ms_my` | Malaysia | Malay | 432.0 | 2.91 |
1038
+ | `ne_in` | India | Nepali | 5.7 | 2.94 |
1039
+ | `ne_np` | Nepal | Nepali | 58.0 | 2.79 |
1040
+ | `nl_be` | Belgium | Dutch (Flemish) | 960.5 | 2.59 |
1041
+ | `nl_nl` | Netherlands | Dutch | 4,497.6 | 3.00 |
1042
+ | `nr_za` | South Africa | Southern Ndebele | 0.2 | 2.60 |
1043
+ | `nso_za` | South Africa | Northern Sotho | 0.7 | 2.70 |
1044
+ | `om_et` | Ethiopia | Oromo | 16.3 | 3.06 |
1045
+ | `or_in` | India | Odia | 57.8 | 3.05 |
1046
+ | `pa_in` | India | Punjabi | 4.0 | 2.61 |
1047
+ | `pl_pl` | Poland | Polish | 2,731.9 | 2.70 |
1048
+ | `pt_br` | Brazil | Portuguese | 1,763.5 | 2.68 |
1049
+ | `rm_ch` | Switzerland | Romansh | 163.1 | 3.14 |
1050
+ | `ro_md` | Moldova | Romanian | 1,059.5 | 2.66 |
1051
+ | `ro_ro` | Romania | Romanian | 686.3 | 2.75 |
1052
+ | `ru_by` | Belarus | Russian | 2.9 | 2.79 |
1053
+ | `ru_ru` | Russia | Russian | 1,534.2 | 3.03 |
1054
+ | `rw_rw` | Rwanda | Kinyarwanda | 17.6 | 2.63 |
1055
+ | `rw_voa` | Rwanda | Kinyarwanda (VOA) | 14.5 | 2.77 |
1056
+ | `si_lk` | Sri Lanka | Sinhala | 154.0 | 2.40 |
1057
+ | `sm_ws` | Samoa | Samoan | 55.9 | 2.79 |
1058
+ | `sn_zw` | Zimbabwe | Shona | 18.2 | 2.88 |
1059
+ | `sq_al` | Albania | Albanian | 257.4 | 2.69 |
1060
+ | `sq_xk` | Kosovo | Albanian | 176.6 | 2.69 |
1061
+ | `ss_za` | South Africa | Swati | 0.1 | 2.84 |
1062
+ | `st_za` | South Africa | Sesotho | 0.4 | 2.67 |
1063
+ | `sv_ax` | Åland Islands | Swedish | 66.0 | 2.73 |
1064
+ | `sw_ke` | Kenya | Swahili | 257.4 | 2.93 |
1065
+ | `sw_tz` | Tanzania | Swahili | 748.8 | 2.33 |
1066
+ | `ta_in` | India | Tamil | 36.1 | 3.06 |
1067
+ | `ta_lk` | Sri Lanka | Tamil | 204.0 | 2.80 |
1068
+ | `te_in` | India | Telugu | 77.0 | 3.13 |
1069
+ | `th_th` | Thailand | Thai | 1,175.6 | 3.23 |
1070
+ | `ti_et` | Ethiopia | Tigrinya | 14.0 | 3.10 |
1071
+ | `tl_ph` | Philippines | Tagalog | 219.0 | 2.88 |
1072
+ | `tn_bw` | Botswana | Tswana | 49.7 | 2.88 |
1073
+ | `tn_za` | South Africa | Tswana | 0.9 | 2.69 |
1074
+ | `tr_tr` | Turkey | Turkish | 1,007.6 | 2.22 |
1075
+ | `ts_za` | South Africa | Tsonga | 0.2 | 2.75 |
1076
+ | `ur_in` | India | Urdu | 12.6 | 3.01 |
1077
+ | `ur_pk` | Pakistan | Urdu | 73.1 | 2.44 |
1078
+ | `uz_uz` | Uzbekistan | Uzbek | 33.7 | 2.84 |
1079
+ | `ve_za` | South Africa | Venda | 0.1 | 2.72 |
1080
+ | `vn_vi` | Vietnam | Vietnamese | 726.0 | 2.90 |
1081
+ | `xh_za` | South Africa | Xhosa | 10.1 | 2.74 |
1082
+ | `yue_hk` | Hong Kong | Cantonese | 1,943.5 | 3.02 |
1083
+ | `zh_tw` | Taiwan | Mandarin | 1,482.1 | 2.47 |
1084
+ | `zu_za` | South Africa | Zulu | 19.0 | 2.71 |
1085
+ | **Total** | — | — | **65,072.4** | **2.83** |
1086
+
1087
+ ⚠️ Five configs (`kh_km` Khmer, `la_lo` Lao, `mm_my` Burmese, `vn_vi` Vietnamese, `cn_ug` Uyghur, sourced from Radio Free Asia include only metadata, transcripts, and source URLs. Audio must be downloaded separately from `source_url`.
1088
+
1089
+
1090
+ ## Citation
1091
+
1092
+ If you use WorldSpeech in your research, please cite:
1093
+
1094
+ ```bibtex
1095
+ @misc{asonitis2026worldspeechmultilingualspeechcorpus,
1096
+ title={WorldSpeech: A Multilingual Speech Corpus from Around the World},
1097
+ author={Antonis Asonitis and Luca A. Lanzendörfer and Frédéric Berdoz and Roger Wattenhofer},
1098
+ year={2026},
1099
+ eprint={2605.09167},
1100
+ archivePrefix={arXiv},
1101
+ primaryClass={cs.CL},
1102
+ url={https://arxiv.org/abs/2605.09167},
1103
+ }
1104
+ ```
1105
+
1106
+
1107
+ ## Dataset License
1108
+
1109
+ WorldSpeech is released under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/). Individual source licenses apply per config and are listed in the [Licenses](#licenses) section. Where a source license is more restrictive than CC BY-NC 4.0, the more restrictive terms govern that config.
1110
+
1111
+ ## Licenses
1112
+
1113
+ | Config | Country / Language | License | Notes |
1114
+ |---|---|---|---|
1115
+ | `af_za` | South Africa / Afrikaans | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1116
+ | `am_et` | Ethiopia / Amharic | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1117
+ | `ar_bh` | Bahrain / Arabic | [Parliamentary Proceedings](https://www.nuwab.bh/) | |
1118
+ | `ar_dz` | Algeria / Arabic | [Parliamentary Proceedings](https://www.apn.dz/) | |
1119
+ | `ar_eg` | Egypt / Arabic | [Parliamentary Proceedings](https://www.parliament.gov.eg/) | |
1120
+ | `ar_iq` | Iraq / Arabic | [Parliamentary Proceedings](https://parliament.iq/) | |
1121
+ | `ar_kw` | Kuwait / Arabic | [Parliamentary Proceedings](https://www.kna.kw/) | |
1122
+ | `ar_ma` | Morocco / Arabic | [Parliamentary Proceedings](https://www.parlement.ma/) | |
1123
+ | `ar_sa` | Saudi Arabia / Arabic | [Government Archive (Public Record)](https://www.gph.gov.sa/) | |
1124
+ | `ar_tn` | Tunisia / Arabic | [Parliamentary Proceedings](https://www.parliament.tn/) | |
1125
+ | `ar_un` | United Nations / Arabic | [UN Official Records](https://www.un.org/en/about-us/copyright) | UN official records; non-commercial/research use per UN terms. Contact permissions@un.org for commercial use. |
1126
+ | `as_in` | India / Assamese | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1127
+ | `az_az` | Azerbaijan / Azerbaijani | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1128
+ | `be_by` | Belarus / Belarusian | [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) | |
1129
+ | `bn_bd` | Bangladesh / Bengali | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1130
+ | `bn_in` | India / Bengali | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1131
+ | `ckb_iq` | Iraq / Sorani Kurdish | [Parliamentary Proceedings](https://parliament.iq/) | |
1132
+ | `cn_ug` | China / Uyghur | [RFA Terms of Use (non-commercial)](https://www.rfa.org/english/about/terms-of-use/) | Metadata only — audio not embedded. Download audio from `source_url`. Non-commercial research use; see RFA terms. |
1133
+ | `cnr_me` | Montenegro / Montenegrin | [Parliamentary Proceedings](https://www.skupstina.me/) | |
1134
+ | `crs_sc` | Seychelles / Kreol Seselwa | [Parliamentary Proceedings](https://www.nationalassembly.sc/) | |
1135
+ | `cs_cz` | Czech Republic / Czech | [Parliamentary Proceedings](https://www.psp.cz/) | |
1136
+ | `cz_cs` | Czech Republic / Czech | [Parliamentary Proceedings](https://www.senat.cz/) | Czech Senate (Senát Parlamentu ČR). |
1137
+ | `de_at` | Austria / German | [Parliamentary Proceedings](https://www.parlament.gv.at/rechtliches) | |
1138
+ | `de_li` | Liechtenstein / German | [Parliamentary Proceedings](https://www.landtag.li/) | |
1139
+ | `dgo_in` | India / Dogri | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1140
+ | `dv_mv` | Maldives / Dhivehi | [Parliamentary Proceedings](https://majlis.gov.mv/) | |
1141
+ | `el_cy` | Cyprus / Greek | [Parliamentary Proceedings](https://www.parliament.cy/) | |
1142
+ | `el_gr` | Greece / Greek | [Parliamentary Proceedings](https://www.hellenicparliament.gr/) | |
1143
+ | `en_au` | Australia / English | [Parliamentary Proceedings](https://www.aph.gov.au/Help/Disclaimer_Privacy_Copyright) | |
1144
+ | `en_jm` | Jamaica / English | [Parliamentary Proceedings](https://www.japarliament.gov.jm/) | |
1145
+ | `en_ke` | Kenya / English | [Parliamentary Proceedings](https://www.parliament.go.ke/) | |
1146
+ | `en_nz` | New Zealand / English | [Parliamentary Proceedings](https://www.parliament.nz/en/footer/copyright/) | |
1147
+ | `en_sl` | Sierra Leone / English | [Parliamentary Proceedings](https://www.parliament.gov.sl/) | |
1148
+ | `en_us` | USA / English | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal proceedings (Congress.gov / C-SPAN public domain content). |
1149
+ | `en_zm` | Zambia / English | [Parliamentary Proceedings](https://www.parliament.gov.zm/) | |
1150
+ | `eo` | (international) / Esperanto | [CC0 1.0 (Public Domain)](https://librivox.org/pages/public-domain/) | |
1151
+ | `es_ar` | Argentina / Spanish | [Parliamentary Proceedings](https://www.hcdn.gob.ar/) | |
1152
+ | `es_cl` | Chile / Spanish | [Parliamentary Proceedings](https://www.camara.cl/) | |
1153
+ | `es_co` | Colombia / Spanish | [Parliamentary Proceedings](https://www.camara.gov.co/) | |
1154
+ | `es_es` | Spain / Spanish | [Parliamentary Proceedings](https://www.congreso.es/) | |
1155
+ | `es_mx` | Mexico / Spanish | [Parliamentary Proceedings](https://www.congreso.gob.mx/) | |
1156
+ | `es_pe` | Peru / Spanish | [Parliamentary Proceedings](https://www.congreso.gob.pe/) | |
1157
+ | `es_pr` | Puerto Rico / Spanish | [Parliamentary Proceedings](https://www.camaraderepresentantes.org/) | |
1158
+ | `es_py` | Paraguay / Spanish | [Parliamentary Proceedings](https://www.congreso.gov.py/) | |
1159
+ | `es_uy` | Uruguay / Spanish | [Parliamentary Proceedings](https://parlamento.gub.uy/) | |
1160
+ | `fa_ir` | Iran / Persian | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1161
+ | `ca_fr` | Canada / French | [Parliamentary Proceedings](https://www.assnat.qc.ca/) | |
1162
+ | `fr_cd` | DR Congo / French | [ICC Court Records](https://www.icc-cpi.int/disclaimer) | Public judicial proceedings of an international court; non-commercial/educational use per ICC terms. |
1163
+ | `fr_ci` | Cote d'Ivoire / French | [ICC Court Records](https://www.icc-cpi.int/disclaimer) | Public judicial proceedings of an international court; non-commercial/educational use per ICC terms. |
1164
+ | `ga_ie` | Ireland / Irish | [CC BY 4.0 (Oireachtas PSI Licence)](https://www.oireachtas.ie/en/open-data/license/) | |
1165
+ | `grc_gr` | Greece / Ancient Greek | [CC0 1.0 (Public Domain)](https://librivox.org/pages/public-domain/) | |
1166
+ | `gu_in` | India / Gujarati | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1167
+ | `ha_ng` | Nigeria / Hausa | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1168
+ | `ha_td` | Chad | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1169
+ | `he_il` | Israel / Hebrew | [CC0 1.0 (Public Domain)](https://librivox.org/pages/public-domain/) | LibriVox recordings (CC0) + Ben-Yehuda Project texts (public domain per Israeli copyright law). |
1170
+ | `hi_in` | India / Hindi | [Parliamentary Proceedings](https://sansad.in/) | |
1171
+ | `hu_hu` | Hungary / Hungarian | [Parliamentary Proceedings](https://www.parlament.hu/) | |
1172
+ | `hy_am` | Armenia / Armenian | [Parliamentary Proceedings](https://www.parliament.am/) | |
1173
+ | `id_id` | Indonesia / Indonesian | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1174
+ | `ig_ng` | Nigeria / Igbo | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1175
+ | `iu_ca` | Canada / Inuktitut | [Parliamentary Proceedings](https://www.assembly.nu.ca/) | |
1176
+ | `ja_jp` | Japan / Japanese | [CC0 1.0 (Public Domain)](https://librivox.org/pages/public-domain/) | LibriVox recordings (CC0) + Aozora Bunko texts (public domain, 50yr Japanese law). |
1177
+ | `ka_ge` | Georgia / Georgian | [Parliamentary Proceedings](https://parliament.ge/) | |
1178
+ | `kh_km` | Cambodia / Khmer | [RFA Terms of Use (non-commercial)](https://www.rfa.org/english/about/terms-of-use/) | Metadata only — audio not embedded. Download audio from `source_url`. Non-commercial research use; see RFA terms. |
1179
+ | `kk_kz` | Kazakhstan / Kazakh | [Parliamentary Proceedings](https://www.parlam.kz/) | |
1180
+ | `kn_in` | India / Kannada | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1181
+ | `ko_kr` | South Korea / Korean | [Parliamentary Proceedings](https://www.assembly.go.kr/) | |
1182
+ | `kok_in` | India / Konkani | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1183
+ | `la_lo` | Laos / Lao | [RFA Terms of Use (non-commercial)](https://www.rfa.org/english/about/terms-of-use/) | Metadata only — audio not embedded. Download audio from `source_url`. Non-commercial research use; see RFA terms. |
1184
+ | `la_va` | Vatican / Latin | [Vatican Radio Archive](https://www.vaticannews.va/en/others/terms-and-conditions.html) | Vatican Radio historical archive; contact Vatican Media for commercial use. |
1185
+ | `lb_lu` | Luxembourg / Luxembourgish | [Parliamentary Proceedings](https://www.chd.lu/) | |
1186
+ | `mai_in` | India / Maithili | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1187
+ | `mfe_mu` | Mauritius / Mauritian Creole | [Parliamentary Proceedings](https://govmu.org/) | |
1188
+ | `mi_nz` | New Zealand / Maori | [Parliamentary Proceedings](https://www.parliament.nz/en/footer/copyright/) | |
1189
+ | `ml_in` | India / Malayalam | [Parliamentary Proceedings](https://niyamasabha.org/) | |
1190
+ | `mm_my` | Myanmar / Burmese | [RFA Terms of Use (non-commercial)](https://www.rfa.org/english/about/terms-of-use/) | Metadata only — audio not embedded. Download audio from `source_url`. Non-commercial research use; see RFA terms. |
1191
+ | `mn_mn` | Mongolia / Mongolian | [Parliamentary Proceedings / CC0](https://www.parliament.mn/) | Parliament sessions (public record) + Latter-day Saints addresses (CC0 per lds.org). |
1192
+ | `mr_in` | India / Marathi | [Parliamentary Proceedings](https://www.vidhan.maharashtra.gov.in/) | |
1193
+ | `ms_my` | Malaysia / Malay | [Parliamentary Proceedings](https://www.parlimen.gov.my/) | |
1194
+ | `ne_in` | India / Nepali | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1195
+ | `ne_np` | Nepal / Nepali | [Parliamentary Proceedings](https://www.parliament.gov.np/) | |
1196
+ | `nl_be` | Belgium / Dutch | [Parliamentary Proceedings](https://www.vlaamsparlement.be/) | |
1197
+ | `nl_nl` | Netherlands / Dutch | [Parliamentary Proceedings](https://www.tweedekamer.nl/) | |
1198
+ | `nr_za` | South Africa / Southern Ndebele | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1199
+ | `nso_za` | South Africa / Northern Sotho | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1200
+ | `om_et` | Ethiopia / Oromo | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1201
+ | `or_in` | India / Odia | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1202
+ | `pa_in` | India / Punjabi | [Parliamentary Proceedings](https://vidhanpb.gov.in/) | |
1203
+ | `pl_pl` | Poland / Polish | [Parliamentary Proceedings](https://www.sejm.gov.pl/) | |
1204
+ | `pt_br` | Brazil / Portuguese | [Parliamentary Proceedings](https://www.senado.leg.br/) | |
1205
+ | `rm_ch` | Switzerland / Romansh | [SRG SSR Terms of Use](https://www.srgssr.ch/en/who-we-are/public-service/) | Corpus compiled from publicly broadcast RTR programming; contact SRG SSR for commercial use. |
1206
+ | `ro_md` | Moldova / Romanian | [Parliamentary Proceedings](https://www.parlament.md/) | |
1207
+ | `ro_ro` | Romania / Romanian | [Parliamentary Proceedings](https://www.senat.ro/) | |
1208
+ | `ru_by` | Belarus / Russian | [Government Publication (Public Record)](https://president.gov.by/) | |
1209
+ | `ru_ru` | Russia / Russian | [Parliamentary Proceedings](https://duma.gov.ru/) | |
1210
+ | `rw_rw` | Rwanda / Kinyarwanda | [Parliamentary Proceedings](https://www.parliament.gov.rw/) | |
1211
+ | `si_lk` | Sri Lanka / Sinhala | [Parliamentary Proceedings](https://www.parliament.lk/) | |
1212
+ | `sm_ws` | Samoa / Samoan | [Parliamentary Proceedings](https://parliament.ws/) | |
1213
+ | `sn_zw` | Zimbabwe / Shona | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1214
+ | `sq_al` | Albania / Albanian | [Parliamentary Proceedings](https://www.parlament.al/) | |
1215
+ | `sq_xk` | Kosovo / Albanian | [Parliamentary Proceedings](https://www.assembly-kosova.org/) | |
1216
+ | `ss_za` | South Africa / Swati | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1217
+ | `st_za` | South Africa / Sesotho | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1218
+ | `sv_ax` | Aland Islands / Swedish | [Parliamentary Proceedings](https://www.lagting.ax/) | |
1219
+ | `sw_ke` | Kenya / Swahili | [Parliamentary Proceedings](https://www.parliament.go.ke/) | |
1220
+ | `sw_tz` | Tanzania / Swahili | [Parliamentary Proceedings](https://www.bunge.go.tz/) | |
1221
+ | `ta_in` | India / Tamil | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1222
+ | `ta_lk` | Sri Lanka / Tamil | [Parliamentary Proceedings](https://www.parliament.lk/) | |
1223
+ | `te_in` | India / Telugu | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1224
+ | `th_th` | Thailand / Thai | [Parliamentary Proceedings](https://www.parliament.go.th/) | |
1225
+ | `ti_et` | Ethiopia / Tigrinya | [Public Domain (17 USC §105)](https://www.law.cornell.edu/uscode/text/17/105) | US federal agency content (VOA). |
1226
+ | `tl_ph` | Philippines / Tagalog | [Parliamentary Proceedings](https://www.congress.gov.ph/) | |
1227
+ | `tn_bw` | Botswana / Tswana | [Parliamentary Proceedings](https://www.parliament.gov.bw/) | |
1228
+ | `tn_za` | South Africa / Tswana | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1229
+ | `tr_tr` | Turkey / Turkish | [Parliamentary Proceedings](https://www.tbmm.gov.tr/) | |
1230
+ | `ts_za` | South Africa / Tsonga | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1231
+ | `ur_in` | India / Urdu | [All India Radio Archive (Prasar Bharati)](https://newsonair.gov.in/) | Prasar Bharati public broadcaster archive. |
1232
+ | `uz_uz` | Uzbekistan / Uzbek | [RFE/RL Terms of Use (non-commercial)](https://about.rferl.org/use-our-content/) | US government-funded broadcaster; non-commercial research use. Original Ozodlik (RFE/RL Uzbek) content. |
1233
+ | `ve_za` | South Africa / Venda | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1234
+ | `vn_vi` | Vietnam / Vietnamese | [RFA Terms of Use (non-commercial)](https://www.rfa.org/english/about/terms-of-use/) | Metadata only — audio not embedded. Download audio from `source_url`. Non-commercial research use; see RFA terms. |
1235
+ | `xh_za` | South Africa / Xhosa | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
1236
+ | `yue_hk` | Hong Kong / Cantonese | [Parliamentary Proceedings](https://www.legco.gov.hk/en/general/disclaimer.html) | |
1237
+ | `zh_tw` | Taiwan / Chinese (Mandarin) | [Parliamentary Proceedings](https://www.ly.gov.tw/) | |
1238
+ | `zu_za` | South Africa / Zulu | [Parliamentary Proceedings](https://www.parliament.gov.za/legal) | |
data/af_za/test-00000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d51cfa31179c660a9e9758f9111407bc3e9686fd50f369e6d62cbcc6397f6922
3
+ size 317845
data/af_za/test-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d150637368e8f314ff3f44ddd8d8b281a4e983613515f2308b1a922e8155b027
3
+ size 642960
data/af_za/test-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cad8d776b14d80aa8f7e98eec3a61d4f663f79f2138330dd680562829a1c1cbf
3
+ size 655785
data/af_za/test-00003.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a9684a7a82c8986c4830291be5b6af49dd8bd6d92a996aa51f65ef10b3a13f57
3
+ size 1461906
data/af_za/test-00004.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6832b293a3b04f5a75dba1504ad2a8a31fcf752fa40faa391e282eb6bf2eddd6
3
+ size 737303
data/af_za/test-00005.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:962046d6fe42355de467f75d53cba44c48c55028b05980daa41c10091812c43d
3
+ size 1096402
data/af_za/test-00006.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a67abccb37f78b7b3cadf1689bebf12163baaebc4971947cd4f9b277c5f4180
3
+ size 1379641
data/af_za/test-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c517ffcb4db07d6ee67d15f4d7cd2c5a0bf6bf5b52777d5ae7b39f6f466c53af
3
+ size 266139
data/af_za/test-00008.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aa1af971dc2b7d7c6d11e266a67a02b323b1531def1a073a1a42c4261111f02b
3
+ size 809667
data/af_za/test-00009.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46ea0aba8a5ab5447d3fbf8fb2c60193d214961c792b3ba7edeaf11a5adf5656
3
+ size 722808
data/af_za/test-00010.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:676779c5c6ecb13640289b5be29846d29ccd33ec0fe76220a1700ec5aa903efb
3
+ size 1142323
data/af_za/test-00011.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:42ee38f472b68252d3f8ff6152434c7e02f85be929330c33495ff56bce097ab8
3
+ size 333615
data/af_za/test-00012.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b7607aec5ddd894f0ed9ed6c59e0f24f299d4bdba13d1230fea9bdc7045ee526
3
+ size 353613
data/af_za/test-00013.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ba3bac5db769d39ed08e4b0cdd30f734acf9d00f98da034cf82df449cfb514d6
3
+ size 507070
data/af_za/test-00014.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:41f29a2fea2fa239446abb95e61012e311af4616c845afe6bfecc7565b483460
3
+ size 569810
data/af_za/test-00015.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1dbc0f7775c1edc400f0d392f99f8c05f12078393145b85c37ccf9c99c0e20e6
3
+ size 570731
data/af_za/test-00016.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:39f29575118e26edb61ddb528939fafd2e7cf8861704cc03c0a893a15e958bf8
3
+ size 646246
data/af_za/test-00017.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:de7139e7819381dc3881269e584e8cda08569c0a43df412473181853aaacb2f6
3
+ size 147736
data/af_za/test-00018.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:263e5341bf9997c85aeb55dff96e52a88101e1736c0af5ce949f9b157aac3654
3
+ size 603034
data/af_za/test-00019.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ae0900355f2bcdce4011f5a1e985aab79cc835182d21dba48369ac60754fbf97
3
+ size 218335
data/af_za/test-00020.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7690cc6829591c71909be3e028fc17752977c94eaf2a0b651eed8c9fc5026e47
3
+ size 820149
data/af_za/test-00021.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:de886a88093add3ce5e55b5e99d49791ef7f6cd617dc8f8927bc2aae327d941e
3
+ size 296710
data/af_za/test-00022.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dcc68ca09721e1fde0d66a5bca27189bb0f3f7c5a5f8cbf7de083970b68d8d1e
3
+ size 514823
data/af_za/test-00023.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ceaac30c102e6351c49a5d2f98e7035b79a364e06b391837df4de6e3acd27ab
3
+ size 433039
data/af_za/test-00024.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:28e1354a490d9dee3a9b8ed9ecd60f6c3b275056ef677332d3d1acd7dfd8f453
3
+ size 428940
data/af_za/test-00025.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:99106d7428036f172490cb94131c40a35bc7424c003c6eba8175025a182c50d4
3
+ size 12415218
data/af_za/train-00000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1fc06a04730c9c1aab6bd06935b6add1920e33c402f315d54aba8e4e3d070259
3
+ size 7495948
data/af_za/train-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07b2041e4db41c58a96a1aba1776eac1f92669072f8e239f7e39aca0a9473e00
3
+ size 13510615
data/af_za/train-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d44e3bdfd7e51c5780a12bc6871e938597e440abc7e368fe5c3c8a10141e7024
3
+ size 13166591
data/af_za/train-00003.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b535895cbb58efbea5cafa09e9ed3bb387d9ac805e8f8a191568e89b9327b960
3
+ size 23228887
data/af_za/train-00004.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8b9b62324cc5b7fd3b519cb7b2e0ba77f291c91b5d5aedd35980d9fa0e0109ee
3
+ size 18258540
data/af_za/train-00005.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3a8f6632a481fe25ed70f51d79fd097d2646e1df5e73965e0c746eb8a169cf2c
3
+ size 23691255
data/af_za/train-00006.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4003fbbd8011ed519e11f627689590514ab691bc35fa39a41e52fd432fbd2cea
3
+ size 17963464
data/af_za/train-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2355d6239fb84fd0853adc105fc204292abc6eddac431216c595f8a173152e2b
3
+ size 9318740
data/af_za/train-00008.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:45bf9f6a155034f198c71f8a6afe2e161aab354695441488a688ad2575320331
3
+ size 17034373
data/af_za/train-00009.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2f6a7e3d9ac5b1cd75f11ae0fc21ab45eafd0347dc62eff85faf128f7d9824fe
3
+ size 12292278
data/af_za/train-00010.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eaeca4948c2d4c3f3db791459a07dc85451e7cf400eb4d6f485375cebd5fff99
3
+ size 14851933
data/af_za/train-00011.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ce514e77ddcb77607c5a559718fd13cec551dd8986e25f9beb01aadb1f3d1547
3
+ size 8809753
data/af_za/train-00012.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:034e7748aa396b3c45749db6ab2882ec19ec8c066e44c2c4329c3b377b5335e2
3
+ size 8999253
data/af_za/train-00013.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e03895c576ea01c751e63a036cd3862e235a953b5439f018cd5ff9e5796416c3
3
+ size 11823860
data/af_za/train-00014.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dda3630207e9804cd219e3e1a47c76c1205c6a0d469c1e46425be2a5d7c45365
3
+ size 9441573
data/af_za/train-00015.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:835ff97fa7cf0fd23b901249a42e599aa669d841b48622a59517d4d950c0a91a
3
+ size 13411652
data/af_za/train-00016.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:38f10d3327776f660ee3700c3135857bbfe89a1dfcb1067085dfd1768b5ed107
3
+ size 12225117
data/af_za/train-00017.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:773ce8c147357ecf2f7853bd3d558c26503345b20207bdbe0903c9fcdcd0ced2
3
+ size 8074016
data/af_za/train-00018.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0d3606a87a65c4555fe3a837884e5ca8684964c44983604b71f17fe6ee7abc47
3
+ size 7160912
data/af_za/train-00019.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c7db86ce92aa1ea683a27d72992131dba30c205ee446dc2edac358a623dcb507
3
+ size 5919544
data/af_za/train-00020.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:098ac845840094454f729b739f36f3782f8eba41c64ffce3b3fbb5fff174e27f
3
+ size 12307518
data/af_za/train-00021.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60e3dfb6d597260cdd84dcac34e239d37da113488210e431b437dfa22069d4a0
3
+ size 11221467