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nd Awurade nd ka kyerɛɛ Mose se
[{"word": "nd", "duration": 0.04, "codes": [519, 1517, 1353]}, {"word": "awurade", "duration": 0.26, "codes": [687, 48, 1461, 215, 150, 181, 252, 1453, 43, 613, 1649, 43, 647, 1598, 22, 1694, 162, 112, 1568]}, {"word": "nd", "duration": 0.04, "codes": [208, 1233, 1703]}, {"word": "ka", "duration": 0.18, "codes": [603, ...
akuapem-twi-tts
Meredwene wo ho
[{"word": "meredwene", "duration": 0.78, "codes": [363, 1380, 1564, 1294, 1331, 1655, 1324, 1713, 1369, 1448, 1692, 900, 1766, 1564, 1481, 1712, 1504, 1439, 1239, 1258, 1688, 1695, 1780, 1567, 702, 1821, 1557, 355, 1035, 1535, 639, 11, 1649, 1794, 1789, 1666, 1546, 1526, 1830, 1600, 1541, 1761, 1709, 1537, 1808, 1564, ...
twi-multispeaker
Nante yie
[{"word": "nante", "duration": 0.6, "codes": [1715, 1417, 671, 944, 604, 794, 441, 721, 1427, 827, 1361, 886, 1040, 1801, 1485, 1775, 1670, 1755, 1076, 1011, 1649, 615, 1670, 1698, 1805, 1215, 1681, 1682, 1549, 1660, 0, 865, 1687, 1718, 1757, 1516, 1374, 1831, 319, 1649, 1829, 1624, 1814, 1748, 1403]}, {"word": "yie", ...
twi-multispeaker
Na deɛ woanhwehwɛ me no ha ne ho a wɔn a wɔtane me no dɔ owuo
[{"word": "Na", "duration": 0.1, "codes": [1166, 73, 1047, 400, 958, 1247, 865, 804]}, {"word": "de\u025b", "duration": 0.19, "codes": [78, 1364, 1758, 128, 428, 1318, 65, 1484, 1196, 1670, 1803, 1673, 941, 99]}, {"word": "woanhwehw\u025b", "duration": 0.57, "codes": [1574, 961, 1312, 474, 352, 1322, 537, 656, 1127, 12...
asante-twi-tts
Maamefo mpanyinfoɔ bebree akɔ ayaresabea a ɔmo kɔyɛ ɔmo ani. Ɔmo nyinaa de plasta atetare ɔmo ani no so. Akɔla baako ɛne ne papa ɛnso te akyire hɔ a yɛde plasta no bi atare akɔla no moma so . Ɔmo nyinaa hyɛ ntoma.
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waxalnlp-aka-asr
Anwa a aguu asuafo no ho
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twi-multispeaker
Wo ti si so sɛ Karmel Bepɔw o tinwi te sɛ adehyetam a wɔadi mu adwinni o tinwi atenten no kyere ɔhene dommum
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akuapem-twi-tts
Kɔɔ dua bi akyi
[{"word": "koo", "duration": 0.52, "codes": [1717, 1731, 1245, 1801, 1414, 1814, 1701, 1695, 1454, 1224, 679, 1501, 1234, 1069, 1179, 1272, 945, 1275, 813, 1733, 13, 1000, 1415, 809, 1301, 13, 1062, 725, 853, 1646, 1004, 486, 1831, 928, 733, 1600, 1821, 1525, 1621]}, {"word": "dua", "duration": 0.36, "codes": [1465, 11...
twi-multispeaker
Ne yere
[{"word": "ne", "duration": 0.16, "codes": [1594, 127, 1615, 1162, 1217, 1245, 1073, 38, 1067, 577, 1734, 1775]}, {"word": "yere", "duration": 1.31, "codes": [132, 1824, 1344, 1441, 1162, 1104, 1217, 783, 234, 1625, 1046, 19, 1268, 1347, 1452, 904, 1435, 1546, 563, 400, 1744, 1013, 883, 556, 619, 1358, 1049, 1711, 1120...
twi-multispeaker
Ne yere
[{"word": "ne", "duration": 0.2, "codes": [1441, 1416, 1406, 33, 2, 965, 409, 69, 466, 1014, 298, 493, 679, 1533, 1581]}, {"word": "yere", "duration": 0.87, "codes": [753, 1579, 1295, 47, 1560, 1119, 428, 1443, 1135, 1441, 1202, 560, 1712, 1194, 714, 1825, 104, 191, 1301, 189, 1124, 253, 587, 1745, 69, 1700, 1715, 1790...
twi-multispeaker
Nhyira nka wɔn a wɔasua sɛnea wɔbɔ wo abodin ɔn a wɔnantew w anim hann no mu nd Awurade nd
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akuapem-twi-tts
Mtn
[{"word": "mtn", "duration": 1.69, "codes": [68, 1308, 1809, 1828, 184, 1657, 1294, 1745, 758, 86, 1752, 624, 1453, 1820, 1806, 1813, 22, 1718, 1810, 713, 1687, 1281, 1652, 1766, 86, 652, 1616, 322, 1660, 788, 1732, 1482, 904, 1257, 640, 1681, 510, 1115, 1792, 901, 1096, 1554, 1061, 1455, 926, 1833, 1564, 1581, 1228, 1...
twi-multispeaker
Meredwene wo ho
[{"word": "meredwene", "duration": 0.91, "codes": [729, 1775, 1640, 752, 1436, 638, 1804, 1808, 66, 1532, 1464, 322, 1496, 1640, 66, 1410, 1792, 322, 943, 338, 1755, 1532, 814, 802, 729, 32, 1510, 136, 1440, 1360, 1417, 434, 1583, 713, 1649, 916, 1340, 1741, 1742, 1470, 1811, 1618, 1460, 803, 1052, 344, 328, 1058, 776,...
twi-multispeaker
Yesu buaa sɛ wj Menni honhommɔne Medi m Agya ni na mo deɛ monni no ni wj
[{"word": "Yesu", "duration": 0.25, "codes": [1650, 1549, 1217, 941, 155, 108, 1449, 1283, 62, 1061, 11, 863, 346, 926, 1243, 1692, 1249, 810, 436]}, {"word": "buaa", "duration": 0.25, "codes": [1765, 1335, 1368, 1645, 47, 477, 472, 664, 844, 571, 1173, 1110, 844, 834, 778, 398, 368, 849]}, {"word": "s\u025b", "duratio...
asante-twi-tts
Nanso Abram ka kyerɛɛ Sarai sɛ Ɔyɛ w abaawa Deɛ wopɛ sɛ wode yɛ no biara fa yɛ no Ɛfiri saa ɛberɛ no Sarai tanee n abaawa Hagar ani ma ɔdwane firii ne nkyɛn
[{"word": "Nanso", "duration": 0.48, "codes": [709, 1832, 639, 1263, 868, 282, 299, 255, 170, 898, 1784, 549, 1344, 758, 1, 1061, 26, 308, 1363, 1436, 93, 1152, 422, 921, 700, 1017, 1607, 1297, 1103, 1652, 1316, 1268, 1481, 931, 236, 252]}, {"word": "Abram", "duration": 0.4, "codes": [1173, 1201, 104, 1810, 89, 131, 80...
asante-twi-tts
Mɛyɛ ntɛm merentwentwɛn ɛ mɛdi wo mmaransɛm soɔ
[{"word": "M\u025by\u025b", "duration": 0.27, "codes": [1554, 1350, 389, 146, 1009, 181, 192, 120, 428, 70, 67, 520, 611, 1407, 366, 400, 560, 110, 126, 529]}, {"word": "nt\u025bm", "duration": 0.95, "codes": [326, 5, 1547, 169, 391, 686, 749, 263, 1340, 362, 1136, 429, 648, 19, 1034, 536, 859, 400, 738, 1354, 1427, 15...
asante-twi-tts
Anwa a aguu asuafo no ho
[{"word": "anwa", "duration": 0.54, "codes": [660, 1100, 157, 1075, 811, 1218, 844, 1258, 830, 774, 1104, 830, 682, 1305, 828, 1634, 73, 1049, 1345, 294, 1156, 1174, 610, 697, 695, 629, 1126, 1155, 1426, 1799, 196, 1309, 1486, 681, 1306, 1373, 1380, 1705, 1209, 1180, 934]}, {"word": "a", "duration": 0.12, "codes": [613...
twi-multispeaker
Wɔde Odiyifo Yesaia nhoma hyɛɛ ne nsa na obuee baabi a wɔakyerɛw se
[{"word": "wode", "duration": 0.26, "codes": [1595, 1381, 1666, 225, 1382, 520, 1082, 1357, 727, 1639, 734, 16, 1572, 1241, 1436, 98, 1804, 1670, 1655]}, {"word": "odiyifo", "duration": 0.38, "codes": [787, 1278, 804, 1718, 1747, 89, 1231, 1605, 870, 178, 1409, 1678, 213, 748, 1161, 245, 184, 1674, 1238, 1685, 1034, 14...
akuapem-twi-tts
Teaseanam ahodoɔ bi a ɛgya atɔ mu ana ne nyinaa ahye ne apata bi a ɛno nso ahye. Naaaaa teaseanam kɛseɛ bi a ɛno nso yɛ kɔkɔɔ wɔ wɔn akyi nohoa.
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waxalnlp-aka-asr
Mfe bi a atwa mu no Dawid ne Yoab a na ɔyɛ n akofo so sahene no kɔɔ Edom kosiee Israelfo bi a wɔtotɔɔ akono no Bere a wɔwɔ hɔ no anka Israel asraafo no reyɛ akunkum mmarima a wɔwɔ Edom nyinaa
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akuapem-twi-tts
Nnebɔneyɛfoɔ a wɔwɔ me nkurɔfoɔ mu nyinaa ɛtotɔ wɔ akofena ano ɔn a wɔka sɛ Amanehunu rento yɛn anaa ɛremma yɛn so da ’ srael Nsiesieɛ
[{"word": "Nneb\u0254ney\u025bfo\u0254", "duration": 0.73, "codes": [1236, 700, 1215, 983, 325, 830, 1530, 209, 1612, 1709, 965, 1815, 411, 1799, 664, 1811, 1027, 831, 1016, 1826, 1409, 1670, 189, 839, 855, 931, 117, 175, 1662, 1364, 1034, 0, 1053, 546, 1403, 1758, 1240, 449, 143, 355, 289, 1025, 125, 970, 234, 871, 62...
asante-twi-tts
Ade trenee a ɛsɛ sɛ woyɛ ne sɛ wonwe nam nnom nsa anaasɛ wonyɛ biribi a ɛbɛto wo nua hintidua
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akuapem-twi-tts
Ɛno akyi wɔdan faa anafo fam kɔtow hyɛɛ Kanaanfo a wɔtete bepɔw asase Negeb ne atɔe fam nkoko so no so
[{"word": "eno", "duration": 0.22, "codes": [1809, 1417, 741, 1229, 1366, 382, 1339, 320, 1787, 736, 372, 1022, 1341, 775, 455, 367]}, {"word": "akyi", "duration": 1.06, "codes": [361, 1279, 330, 248, 1697, 1798, 538, 821, 947, 117, 232, 767, 1061, 1160, 1497, 1415, 1450, 962, 719, 109, 870, 1035, 1458, 187, 165, 453, ...
akuapem-twi-tts
[1/3] Baako nkyɛmu mmeɛnsa mmɔho [60] aduosia yɛ [20] aduonu.
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waxalnlp-twi-tts
Mmɔfra nnum bi a wɔredi agorɔ na mpanimfoɔ bi nso ka wɔn ho. Mmɔfra no mu bi hyɛ ataade fufuo, ebi nso hyɛ kɔkɔɔ. ebi koto hɔ. mpanimfoɔ no mu binso hyɛ kɔkɔɔ ebi hyɛ tuntum, ebi nso hyɛ fufuo na wɔde adeɛ akata wɔn hwene. Baaoko nso hyɛ ahwehwɛniwa.
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waxalnlp-aka-asr
Saa ɛberɛ no wɔbɛka akyerɛ nnipa yi ne Yerusalem sɛ Mframa a emu yɛ hyeɛ bɛbɔ afiri nkokoɔ wesee a ɛwɔ anweatam so aba me nkurɔfoɔ so ɛnyɛ deɛ ɛpɔ ho anaa ɛhuhu soɔ
[{"word": "Saa", "duration": 0.21, "codes": [454, 344, 154, 1439, 1716, 931, 1045, 466, 1611, 537, 521, 158, 39, 1353, 1756, 91]}, {"word": "\u025bber\u025b", "duration": 0.25, "codes": [464, 1451, 381, 1732, 1258, 480, 1399, 253, 1372, 354, 138, 952, 931, 687, 1409, 473, 703, 363, 1436]}, {"word": "no", "duration": 0....
asante-twi-tts
Medaase mensa aka
[{"word": "medaase", "duration": 0.88, "codes": [1620, 1594, 1336, 1691, 1073, 973, 1394, 705, 376, 1470, 1680, 1685, 954, 1384, 1011, 381, 1575, 519, 642, 860, 725, 868, 609, 13, 95, 441, 374, 1173, 1171, 1173, 1105, 1073, 868, 1056, 789, 1743, 28, 1457, 398, 6, 1337, 713, 183, 1027, 398, 399, 654, 1649, 1690, 203, 18...
twi-multispeaker
Efisɛ Ɔkronkronni Tumfo no ayɛ ade kɛse ama me
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akuapem-twi-tts
Abaayewa bi a ɔte dadepɔnkɔ so, na ɔhyw ataade tuntum, ɛna ɔhyɛ ɛkyɛ nso tuntum. Wakyekyere bɔbɔ da dadepɔnkɔ yi akyi. Ɛhɔ yɛ dwam. Nnipa bebree nam hɔ a wɔredi dwa.
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waxalnlp-aka-asr
Adwumayɛfo bi ɛreyɛ adwima wɔ kwan so. Na wɔde fidie bi anwea wɔm ɛrehwie gu kwan ne fa beebi. Wɔn nyinaa hyɛ kyɛ a wɔde bɔ wɔn ho ban. Na ɛbi hyehyɛ reflectors wɔ wɔn ataade so.
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waxalnlp-aka-asr
Hwɛ soro
[{"word": "hwe", "duration": 0.26, "codes": [1395, 796, 1517, 725, 590, 495, 230, 291, 1683, 368, 1068, 1687, 1624, 1756, 788, 1766, 820, 1451, 1824, 1354]}, {"word": "soro", "duration": 1.28, "codes": [1677, 1791, 1436, 1781, 895, 1091, 607, 1167, 1781, 557, 732, 473, 120, 1799, 1384, 1816, 635, 1809, 803, 1079, 994, ...
twi-multispeaker
Ɔka kyerɛɛ wɔn se Munni m akyi Awurade ama moadi Moabfo a wɔyɛ mo atamfo no so nkonim Enti wotu dii n akyi Israelfo no faa asubɔnten Yordan baabi a ɛhɔ nnɔ a wofi Moab twa Ɛno nti na obiara ntumi mfa hɔ ntwa Asubɔnten no
[{"word": "oka", "duration": 0.22, "codes": [1814, 1109, 741, 571, 1645, 94, 165, 1288, 764, 1680, 589, 816, 1186, 609, 303, 707]}, {"word": "kyeree", "duration": 0.22, "codes": [1830, 795, 398, 440, 22, 565, 670, 944, 734, 581, 462, 1391, 1470, 806, 1008, 1618, 1809]}, {"word": "won", "duration": 0.2, "codes": [1450, ...
akuapem-twi-tts
Asafo nd Awurade nd Israel Onyankopɔn ka sɛ Mede asotwe reba Tebes nyame Amon Farao Misraim ne n anyame ne n ahemfo ne wɔn a wɔde wɔn ho to Farao soɔ no so
[{"word": "Asafo", "duration": 0.34, "codes": [115, 518, 1701, 1241, 1624, 62, 399, 802, 18, 1800, 937, 841, 1194, 1731, 1502, 385, 640, 176, 1287, 1074, 1535, 1746, 1645, 326, 482]}, {"word": "nd", "duration": 0.06, "codes": [1764, 1391, 1350, 36, 583]}, {"word": "Awurade", "duration": 0.69, "codes": [1628, 1824, 302,...
asante-twi-tts
Ɔman foforɔ bɛn na ɛwɔ asase so a ɛte sɛ Israel? Ɔman foforɔ bɛn Ao Onyankopɔn na woayi no afiri nkoasom mu de wɔn abɛyɛ w ankasa wo nkurɔfoɔ? Ɛberɛ a wogyee wo nkurɔfoɔ firii Misraim no wode gyee edin Wonam nsɛnkyerɛnneɛ a ɛyɛ ahodwirie so pamoo aman a wɔayɛ akwansideɛ ama wɔn
[{"word": "\u0186man", "duration": 0.23, "codes": [1697, 1174, 1401, 1610, 1532, 663, 1420, 768, 797, 321, 374, 475, 88, 1141, 1726, 1710, 1783]}, {"word": "fofor\u0254", "duration": 0.36, "codes": [812, 368, 1751, 775, 813, 1378, 1808, 1773, 822, 1616, 701, 788, 1753, 1069, 472, 394, 92, 1470, 205, 574, 1312, 1709, 15...
asante-twi-tts
Mepawokyɛw me nso medaase
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twi-multispeaker
Bere a Yesu duu Simon Petro so no Petro bisaa no se Awurade worebɛhohoro me nan ase ana?
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akuapem-twi-tts
Ɛnkyɛree koraa monuu mo ho na moyɛɛ deɛ ɛyɛ wɔ m ani so Mo mu biara paee ahofadie maa ne ɔman mma Mpo moyɛɛ apam wɔ m anim wɔ efie a me Din da soɔ no mu
[{"word": "\u0190nky\u025bree", "duration": 0.46, "codes": [53, 1807, 746, 529, 503, 1655, 1322, 1274, 975, 849, 28, 543, 493, 1056, 1013, 127, 74, 326, 19, 0, 1032, 1200, 780, 577, 90, 57, 493, 965, 1449, 1611, 1509, 97, 1362, 131, 1675]}, {"word": "koraa", "duration": 1.34, "codes": [1758, 1830, 1833, 1351, 482, 779,...
asante-twi-tts
Monnyɛ asoɔden sɛdeɛ na wɔte no na mmom mommrɛ mo ho ase mma nd Awurade nd Mommra n Asɔredan a wɔayi asi hɔ sɛ ade kronkron daa nyinaa Monsom nd Awurade nd mo Onyankopɔn sɛdeɛ n abufuhyeɛ no bɛfiri mo so
[{"word": "Monny\u025b", "duration": 0.36, "codes": [932, 1581, 640, 1676, 836, 217, 1187, 1817, 678, 191, 269, 1598, 554, 1524, 322, 1605, 592, 790, 57, 93, 1102, 886, 1637, 1397, 1204, 393, 974]}, {"word": "aso\u0254den", "duration": 0.69, "codes": [537, 386, 588, 175, 1270, 1363, 745, 911, 546, 1287, 1487, 1753, 770...
asante-twi-tts
Na minnye nni kosii sɛ mibeduu ha a m ankasa mede m ani abehu yi Nokware sɛɛ na mante asɛm no mu fa mpo Wo nyansa ne wo nkɔso no boro nea wɔka kyerɛɛ me no so koraa
[{"word": "na", "duration": 0.16, "codes": [1380, 1706, 848, 893, 1331, 349, 303, 827, 459, 901, 1651, 1486]}, {"word": "minnye", "duration": 0.24, "codes": [1749, 157, 1655, 366, 614, 1565, 596, 197, 92, 1542, 1745, 701, 714, 683, 1409, 1215, 357, 158]}, {"word": "nni", "duration": 0.14, "codes": [138, 483, 1591, 286,...
akuapem-twi-tts
Deɛ ɔtie animka a ɛma nkwa no e anyansafoɔ bɛbɔ mu atena ase
[{"word": "De\u025b", "duration": 0.19, "codes": [1508, 749, 1726, 1394, 50, 700, 506, 395, 473, 1450, 1816, 831, 644, 617]}, {"word": "\u0254tie", "duration": 0.42, "codes": [1416, 230, 1166, 326, 1657, 94, 165, 165, 336, 407, 596, 1283, 308, 1439, 110, 940, 1805, 308, 123, 867, 25, 1333, 452, 764, 1127, 1496, 119, 11...
asante-twi-tts
Benyamin abusuakuw no mu nnipa ni esulam babarima Salu Yoed babarima Pedaia babarima Kolaia babarima Maaseia babarima Itiel babarima ne Yesaia babarima
[{"word": "benyamin", "duration": 0.4, "codes": [1386, 1818, 87, 553, 1631, 157, 27, 554, 682, 683, 648, 348, 170, 703, 407, 560, 1674, 143, 549, 1331, 48, 678, 297, 92, 1235, 1741, 790, 1008, 895, 1272]}, {"word": "abusuakuw", "duration": 0.46, "codes": [1716, 570, 1330, 1625, 544, 1469, 0, 1015, 1598, 1399, 1593, 858...
akuapem-twi-tts
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Akan TTS — WavTokenizer Word-Aligned Combined Dataset

Combined word-aligned dataset for training Akan/Twi TTS models. Audio encoded with WavTokenizer (75Hz, single codebook, codes 0-4095) and word boundaries from MMS forced alignment.

Overview

Total samples 96,615
Total hours 222.9h
Sources 5

Splits

Split Samples Hours
train 95,165 219.4h
validation 966 2.2h
test 484 1.2h

Sources

Source Samples Hours Avg Duration Median Duration
akuapem-twi-tts 25,483 60.2h 8.5s 7.9s
asante-twi-tts 28,538 73.1h 9.2s 8.5s
twi-multispeaker 28,048 14.1h 1.8s 1.7s
waxalnlp-aka-asr 12,752 65.8h 18.6s 18.0s
waxalnlp-twi-tts 1,794 9.6h 19.3s 19.4s

Duration Statistics

Min 0.2s
Max 35.0s
Mean 8.3s
Median 6.9s
Std 6.4s

Words per Sample

Min 1
Max 135
Mean 19.5
Median 18

Schema

Column Type Description
text string Original transcription (with diacritics)
words_aligned string (JSON) [{"word", "duration", "codes"}] — word-level WavTokenizer codes
source string Dataset identifier

Encoding Pipeline

  1. Audio resampled to 24kHz mono
  2. WavTokenizer (wavtokenizer_large_speech_320_24k) encodes audio to discrete codes at 75 tokens/sec
  3. MMS forced alignment (torchaudio.pipelines.MMS_FA) aligns text to audio at word level
  4. Each word gets: romanized text, duration (seconds), and WavTokenizer code sequence
  5. Long audio (>35s) split at sentence boundaries using FA word timings
  6. Audio preprocessing: VAD silence trimming, edge click removal (position-aware for chunks)

Usage

from datasets import load_dataset
import json

ds = load_dataset("ik/akan-tts-wavtokenizer-combined")
sample = ds["train"][0]
words = json.loads(sample["words_aligned"])
# words = [{"word": "wo", "duration": 0.45, "codes": [123, 456, ...]}, ...]

License

CC-BY-SA-4.0 (inherits from source datasets)

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