UNICEF WCARO NLP Landscape

West and Central Africa Language Technology
Last updated: 2026-04-23
Work in progress. Some data may contain inaccuracies. Contribute on GitHub

Soninke

snk

🌍 General Information

snk
β€”
soninkΓ©
soni1259
Niger–Congo
Latin Arabic ( Ajami ) N'ti script [ 2 ]
2.3 million
β€”
1280000 (10⁢+)
safe
Burkina Faso, Cote d'Ivoire, Gambia, Ghana, Guinea-Bissau, Mali, Mauritania, Senegal
Aswanek, Aswanik, Azer, Ceddo, Cheddo, Gangara, Genger, Kwara, Maraka, Marka

πŸ—ΊοΈ Language Use

Data from CLEAR Global's Language Use Data Platform.

πŸ‘₯ Actors (1)

MALIBA-AI (Community Initiative)

MALIBA-AI ("L'IA au service du Mali" - AI in service of Mali) is a community-driven organization focused on empowering Mali through open-source AI inn...

πŸ€– NLP & Tech Resources

βœ“ Mozilla Common Voice: β˜‘οΈ
βœ“ MMS-LID
βœ“ Omnilingual ASR

Benchmarks

ASR (Speech-to-Text)

Bloom Speech snk

ModelWERCERSource
sil-ai/wav2vec2-bloom-speech-snk28.885.76reported

OmniCorpus

ASR Models (2)

ModelDownloadsLikes
espnet/xeus 60 146
sil-ai/wav2vec2-bloom-speech-snk 7 1

View on HuggingFace: snk: 2

TTS Models (23)

ModelSizeDownloadsLikes
k2-fsa/OmniVoice β€” 606.0K 577
drbaph/OmniVoice-bf16 β€” 4.7K 13
splendor1811/omnivoice-vietnamese 0.6B 672 2
gluschenko/omnivoice-onnx β€” 397 4
edwixx/OmniVoice β€” 163 0
WANJIAX2197/OmniVoice β€” 30 0
Bgeorge/OmniVoice β€” 25 1
yash3120/OmniVoice β€” 25 0
ex510/OmniVoice β€” 19 0
razi08/OmniVoice β€” 17 0
Manish993135/OmniVoice β€” 16 0
riasatsk/OmniVoice β€” 16 0
harsha7286/OmniVoice β€” 15 0
lopho/OmniVoice β€” 15 0
bilalRHCH/Arabic-text-to-speech β€” 14 0
phucpx247/OmniVoice β€” 14 0
gubernac/OmniVoice β€” 13 1
preference1/OmniVoice β€” 13 0
EBINSHAJI1999/OmniVoice β€” 12 0
Citrus-777/OmniVoice β€” 12 0

View on HuggingFace: snk: 23

MT Models (0)

No translation models found.

LLM Models (0)

No LLM models found.

Datasets

ASR Datasets (3)

DatasetRowsDownloadsLikes
facebook/omnilingual-asr-corpus 548.0K 2.6K 200
Sellopale/omnilingualpaleoi 548.0K 28 1
sil-ai/bloom-speech β€” 16 25

View on HuggingFace: snk: 3

TTS Datasets (1)

DatasetDownloadsLikes
sil-ai/bloom-speech 16 25

View on HuggingFace: snk: 1

Translation Datasets (6)

DatasetRowsDownloadsLikes
gtak1/panlex-meanings 64.1M 6.3K 0
ayymen/Pontoon-Translations 3.6M 1.1K 18
cointegrated/panlex-meanings 157.0M 255 13
community-datasets/udhr β€” 123 2
FrancophonIA/Lexicologie_du_soninke β€” 15 0
FrancophonIA/Lexique_Soninke-Francais-Anglais β€” 14 0

View on HuggingFace: snk: 6