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multilingual-tts/open-bible

OpenBibleTTS OpenBibleTTS is a large-scale, multilingual speech corpus for low-resource text-to-speech (TTS), spanning 37 underrepresented languages across five regions. It contains ~3,469 hours of aligned, verse-level read speech and 1,121,956 utterances, derived from the Open Bible platform and released under a permissive license. Alignment pipeline: https://github.com/davidguzmanr/open-bible-resources Source: Open Bible (CC BY-SA) Languages Africa (19), South… See the full description on the dataset page: https://huggingface.co/datasets/multilingual-tts/open-bible.

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Dataset Card

OpenBibleTTS

OpenBibleTTS is a large-scale, multilingual speech corpus for low-resource text-to-speech (TTS), spanning 37 underrepresented languages across five regions. It contains ~3,469 hours of aligned, verse-level read speech and 1,121,956 utterances, derived from the Open Bible platform and released under a permissive license.

  • Alignment pipeline: https://github.com/davidguzmanr/open-bible-resources
  • Source: Open Bible (CC BY-SA)

Languages

Africa (19), South Asia (13), Southeast Asia (2), Middle East (2), Caribbean (1); nine language families and seven scripts. Load each language by its config name (first column). Note: Arabic Standard = Egyptian Arabic (arb) and Ndebele = Northern Ndebele (nde).

Config nameISO 639-3RegionFamilyScriptHoursUtterances
Arabic StandardarbAfricaAfro-AsiaticArabic85.2330,510
AssameseasmSouth AsiaIndo-EuropeanBengali104.4930,530
BengalibenSouth AsiaIndo-EuropeanBengali98.0230,535
Central KurdishckbMiddle EastIndo-EuropeanArabic85.4030,565
ChhattisgarhihneSouth AsiaIndo-EuropeanDevanagari101.6130,451
ChichewanyaAfricaNiger-CongoLatin110.9830,322
DawrodwrAfricaAfro-AsiaticLatin116.9829,579
DholuoluoAfricaNilo-SaharanLatin76.0230,429
EweeweAfricaNiger-CongoLatin95.8630,164
GamogmvAfricaAfro-AsiaticLatin107.0730,200
GofagofAfricaAfro-AsiaticLatin86.7830,388
GujaratigujSouth AsiaIndo-EuropeanGujarati83.0930,447
Haitian CreolehatCaribbeanCreoleLatin104.0330,597
HausahauAfricaAfro-AsiaticLatin99.6030,717
HiligaynonhilSoutheast AsiaAustronesianLatin106.4329,260
HindihinSouth AsiaIndo-EuropeanDevanagari99.0930,438
IgboiboAfricaNiger-CongoLatin94.4630,011
KannadakanSouth AsiaDravidianKannada104.8630,495
KikuyukikAfricaNiger-CongoLatin87.0830,722
LingalalinAfricaNiger-CongoLatin128.4928,790
LugandalugAfricaNiger-CongoLatin101.7530,440
MalayalammalSouth AsiaDravidianMalayalam86.1230,190
MarathimarSouth AsiaIndo-EuropeanDevanagari92.3530,573
NdebelendeAfricaNiger-CongoLatin100.7630,161
NepalinepSouth AsiaIndo-EuropeanDevanagari106.6330,347
OromoormAfricaAfro-AsiaticLatin99.1630,413
PunjabipanSouth AsiaIndo-EuropeanGurmukhi86.1630,496
ShonasnaAfricaNiger-CongoLatin74.6630,685
SwahiliswhAfricaNiger-CongoLatin96.3830,634
TamiltamSouth AsiaDravidianTamil92.9330,516
TelugutelSouth AsiaDravidianTelugu93.1830,059
TurkishturMiddle EastTurkicLatin63.5029,747
Twi (Akuapem)twiAfricaNiger-CongoLatin71.2030,270
Twi (Asante)twiAfricaNiger-CongoLatin78.8730,565
UrduurdSouth AsiaIndo-EuropeanArabic88.2630,634
VietnamesevieSoutheast AsiaAustroasiaticLatin71.6230,451
YorubayorAfricaNiger-CongoLatin89.9130,625
Total3,469.011,121,956

Dataset Structure

Each language is a separate config with a single train split. One row = one verse:

FieldTypeDescription
audioaudioVerse-level mono waveform (sampling rate varies by language)
textstringVerse transcript, original punctuation preserved
testamentstringOld Testament or New Testament
book / chapter / versestringScripture reference
duration_secondsfloatClip duration
speaker_idstringNarrator label from diarization

Usage

python
from datasets import load_dataset

ds = load_dataset("multilingual-tts/open-bible", "Yoruba")

Limitations

Read, scripture-domain speech with a narrow vocabulary and formal register, models may not transfer well to conversational speech. Speaker labels and forced alignments are automatic and may contain errors.

License

All audio and transcripts come from Open Bible under CC BY-SA; derivatives must be shared under compatible terms with attribution retained. Provided as a speech-technology resource only.

Citation

Please cite the following if this was useful for your work:

@misc{guzmán2026openbiblettslargescalespeechresources,
      title={OpenBibleTTS: Large-Scale Speech Resources and TTS Models for Low-Resource Languages}, 
      author={David Guzmán and Luel Hagos Beyene and Jesujoba Oluwadara Alabi and Yejin Jeon and Dietrich Klakow and David Ifeoluwa Adelani},
      year={2026},
      eprint={2606.09553},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2606.09553}, 
}