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
Home > Hausa

Hausa

hau / ha

🌍 General Information

hau
ha
hausa
haus1257
Afro-Asiatic
Latin ( Boko alphabet ) Arabic ( Hausa Ajami ) Hausa Braille
58 million
36 million
50000000 (10⁶+)
safe
Benin, Burkina Faso, Cameroon, Ghana, Niger, Nigeria, Sudan, Togo
Hausa on Wikipedia

🗺️ Language Use

Data from CLEAR Global's Language Use Data Platform.

👥 Actors (16)

Organization Name (Startup)

Brief description of the organization and what they do. Can span multiple lines.

AdwumaTech AI (Startup)

AdwumaTech AI provides enterprise-grade AI training data infrastructure powered by African engineering talent. Core offerings include RLHF for code ge...

Awarri (Startup)

Nigerian AI startup ("awari" = "to seek and find" in Yoruba) that built N-ATLAS -- Nigeria's first government-backed open-source multilingual AI model...

CLEAR Global (Ngo)

CLEAR Global's mission is to help people get information and be heard, whatever language they speak. Evolved from Translators without Borders (TWB), w...

Data Science Nigeria (Non-Profit / Community)

Data Science Nigeria (DSN) is Africa's foremost AI and Data Science organization, dedicated to raising 1 million AI talents across the continent. As A...

Farmerline / Darli AI (Startup)

Ghanaian agritech company building technology solutions for smallholder farmers. Core platform Mergdata is a cloud-based farm management system used b...

HausaNLP (Research Community)

Open community of academics, researchers, linguists, students, and NLP enthusiasts dedicated to advancing Hausa NLP. Based at the Department of Comput...

Intron Voice AI (Startup)

Africa-focused voice AI startup (formerly Intron Health, rebranded mid-2025 as they expanded beyond healthcare). Builds the "infrastructure layer for ...

LAfricaMobile (Startup)

Communication platform serving 300+ companies across Africa. Provides messaging (SMS, WhatsApp Business API, Voice), USSD, and AI-powered Text-to-Spee...

Lyngual Labs (Startup)

Nigerian AI research lab building speech and NLP models for Nigerian languages, with a focus on Yoruba. Operates under LynguaTech Innovative Foundatio...

Masakhane (Research Community And Foundation)

Masakhane ("We build together" in isiZulu) is a grassroots NLP organization dedicated to strengthening natural language processing research in African...

ML Collective (Ngo)

Non-profit research lab providing research opportunities to independent and underrepresented researchers. Runs multiple African language NLP projects ...

NaijaVoices (Community Initiative)

Community-driven initiative building Africa's largest speech datasets for Nigerian languages. The NaijaVoices dataset contains 1,800+ hours of speech ...

National Centre for Artificial Intelligence and Robotics (NCAIR) (Government)

NCAIR is a special purpose vehicle of NITDA (National Information Technology Development Agency) created to promote research and development on emergi...

UBC Deep Learning & NLP Lab (University)

Research lab at the University of British Columbia led by Muhammad Abdul-Mageed, focused on deep representation learning and natural language socio-pr...

YUX Design / Kitala AI (Startup)

African design and innovation firm with offices in Dakar, Accra, Lagos, Abuja, Brazzaville, Kigali, and Nairobi. ~50 staff including ML engineers and ...

🤖 NLP & Tech Resources

Lanfrica
OLAC
Grambank
WALS
CLDR
AfricArXiv
✓ AfroLID
✓ Google Translate: 2013
✓ NLLB-200
✓ M2M-100
✓ Mozilla Common Voice
✓ MADLAD-400 Docs: 173500 MAD-Docs
✓ MADLAD-400 Sentences: 2400000 MAD-Sents
✓ Aya-101
✓ FLEURS
✓ AfriHate
✓ CMU Wilderness
✓ MAFAND
✓ NaijaVoices
✓ AfriNLLB
✓ MMS-ASR
✓ MMS-TTS
✓ MMS-LID
✓ Omnilingual ASR
✓ SimbaBench
✓ WaxalNLP

🎙️ Common Voice

12.6
10447
3496
♂ 57.0% / ♀ 24.0%

Benchmarks

ASR (Speech-to-Text)

FLEURS-102 test

ModelCERSource
facebook/mms-1b-fl1025.9reported

FLEURS-102 dev

ModelCERSource
facebook/mms-1b-fl1025.5reported

FLEURS test

ModelWERSource
facebook/mms-1b-all26.4reported

TWB Voice 1.0

ModelWERCERSource
whisper-small-clearglobal-hausa-asr-1.0.02.233.11reported
w2v-bert-2.0-clearglobal-hausa-asr-1.0.04.020.97reported

PazaBench (aggregated)

ModelCERWERSource
facebook/omniASR-LLM-7B10.035.0reported
facebook/omniASR-LLM-7B-ZS10.037.0reported
facebook/omniASR-LLM-1B12.043.0reported
facebook/omniASR-LLM-3B14.047.0reported
facebook/omniASR-LLM-300M12.042.0reported
facebook/omniASR-CTC-7B12.042.0reported
facebook/omniASR-CTC-1B14.049.0reported
facebook/omniASR-CTC-3B13.044.0reported
facebook/omniASR-CTC-300M16.057.0reported
microsoft/paza-mms-1b-all11.041.0reported
facebook/mms-1b-all12.043.0reported
facebook/mms-1b-fl10214.046.0reported
microsoft/paza-Phi-4-multimodal-instruct49.099.0reported
nvidia/parakeet-tdt-0.6b-v351.0101.0reported
facebook/wav2vec2-conformer-rel-pos-large-960h-ft54.0112.0reported
facebook/data2vec-audio-large-960h56.0109.0reported
facebook/wav2vec2-conformer-rope-large-960h-ft56.0108.0reported
facebook/hubert-large-ls960-ft52.0108.0reported
facebook/hubert-xlarge-ls960-ft51.0105.0reported
microsoft/paza-whisper-large-v3-turbo64.096.0reported
facebook/wav2vec2-large-960h-lv60-self56.0104.0reported
facebook/data2vec-audio-base-960h60.0119.0reported
facebook/wav2vec2-large-robust-ft-libri-960h56.0112.0reported
nvidia/canary-qwen-2.5b65.0121.0reported
facebook/wav2vec2-large-960h66.0112.0reported
ibm/granite-speech-3.3-2b62.0112.0reported
facebook/wav2vec2-base-960h75.0107.0reported
openai/whisper-large-v3-turbo63.096.0reported
efficient-speech/lite-whisper-large-v3-turbo-acc64.096.0reported
distil-whisper/distil-large-v366.097.0reported
ibm/granite-speech-3.3-8b73.0123.0reported
openai/whisper-large66.097.0reported
distil-whisper/distil-medium.en71.098.0reported
openai/whisper-large-v370.098.0reported
distil-whisper/distil-large-v274.099.0reported
Qwen/Qwen2-Audio-7B-Instruct62.0101.0reported
efficient-speech/lite-whisper-large-v3-acc71.098.0reported
openai/whisper-large-v272.098.0reported
kyutai/stt-2.6b-en72.0123.0reported
openai/whisper-medium.en73.098.0reported
openai/whisper-small.en72.098.0reported
efficient-speech/lite-whisper-large-v375.098.0reported
openai/whisper-base.en77.099.0reported
efficient-speech/lite-whisper-large-v3-turbo73.098.0reported
efficient-speech/lite-whisper-large-v3-fast76.099.0reported
microsoft/Phi-4-multimodal-instruct77.0120.0reported
openai/whisper-tiny.en80.099.0reported
nvidia/canary-1b-v263.0117.0reported
efficient-speech/lite-whisper-large-v3-turbo-fast81.0100.0reported
usefulsensors/moonshine-base86.0134.0reported
Qwen/Qwen2-Audio-7B213.0204.0reported
usefulsensors/moonshine-tiny100.0157.0reported

SimbaBench (Common Voice 19)

ModelWERCERSource
facebook/mms-1b-all27.585.96reported
openai/whisper-large-v3101.9947.77reported
openai/whisper-large-v3-turbo125.6171.82reported
facebook/seamless-m4t-v2-large135.6691.33reported
UBC-NLP/Simba-S64.1223.08reported
UBC-NLP/Simba-M29.16.5reported
UBC-NLP/omniASR_LLM_7B_v216.943.39reported
UBC-NLP/omniASR_LLM_1B_v218.584.07reported
UBC-NLP/omniASR_LLM_300M_v220.94.9reported
UBC-NLP/omniASR_CTC_7B_v224.428.52reported
UBC-NLP/omniASR_CTC_3B_v227.039.63reported
UBC-NLP/omniASR_CTC_1B_v233.6511.99reported

FLEURS

ModelWERSource
openai/whisper-tiny100.2reported
openai/whisper-base98.6reported
openai/whisper-small90.1reported
openai/whisper-medium106.6reported
openai/whisper-large87.0reported
openai/whisper-large-v288.9reported

TTS (Text-to-Speech)

TWB Voice 1.0

ModelPronunciation accuracyNaturalnessSource
TWB-Voice-Hausa-TTS-1.02.52/52.93/5reported

SimbaBench (bibleTTS, Hausa)

ModelWERUTMOSPESQSource
facebook/mms-tts14.093.760.94reported

MT (Machine Translation)

MAFAND-MT

ModelspBLEUchrF++directionBLEUSource
facebook/nllb-200-3.3B8.234.8eng→hau—reported
facebook/nllb-200-3.3B13.537.9hau→eng—reported
masakhane/m2m100_418M_en_hau_rel_news_ft—42.1eng→hau15.9reported
masakhane/m2m100_418M_hau_en_rel_news_ft—40.2hau→eng18.2reported

FLORES-200

ModeldirectionchrFBLEUCOMETSource
AfriqueQwen-14Beng→hau49.78——reported
AfriqueQwen-14Bhau→eng56.27——reported
Qwen3-14Beng→hau13.45——reported
Qwen3-14Bhau→eng28.23——reported
AfriqueGemma-12Beng→hau51.36——reported
AfriqueGemma-12Bhau→eng56.79——reported
Gemma3-12Beng→hau24.79——reported
Gemma3-12Bhau→eng15.27——reported
AfriqueLlama-8Beng→hau49.56——reported
AfriqueLlama-8Bhau→eng54.25——reported
AfriNLLB 548M (Pruned Iterative FT)eng→hau53.2127.6465.01reported
AfriNLLB 548M (Pruned Iterative FT)hau→eng54.1532.3666.37reported
NLLB-600Meng→hau48.9923.69—reported
NLLB-600Mhau→eng52.7431.06—reported
google/madlad400-3b-mthau→eng54.531.8—reported
google/madlad400-3b-mteng→hau44.416.9—reported
google/madlad400-7.2b-mthau→eng57.935.9—reported
google/madlad400-7.2b-mteng→hau45.318.9—reported
google/madlad400-10.7b-mthau→eng57.635.4—reported
google/madlad400-10.7b-mteng→hau47.118.7—reported
google/madlad400-8b-lmhau→eng45.721.1—reported
google/madlad400-8b-lmeng→hau13.90.3—reported

BOUQuET

ModeldirectionchrF++Source
OMT-LLaMA 8Beng→hau?reported
OMT-LLaMA 8Bhau→eng?reported

FLORES+ 10-sample

ModeldirectionSpBLEUChrFSource
anthropic/claude-sonnet-4.5hau→eng28.854.0reported
anthropic/claude-sonnet-4.5eng→hau29.055.7reported
google/gemini-2.5-flasheng→hau29.657.6reported
google/gemini-2.5-flashhau→eng28.650.1reported
google/gemini-2.5-proeng→hau27.457.2reported
google/gemini-2.5-prohau→eng31.352.0reported
google/gemini-3-pro-previewhau→eng39.661.0reported
google/gemini-3-pro-previeweng→hau33.658.7reported
google/translate-v2hau→eng30.253.6reported
google/translate-v2eng→hau27.653.6reported

NTREX

ModeldirectionBLEUchrFSource
google/madlad400-3b-mthau→eng3556.9reported
google/madlad400-3b-mteng→hau2149reported
google/madlad400-7.2b-mthau→eng39.259.9reported
google/madlad400-7.2b-mteng→hau21.850.1reported
google/madlad400-10.7b-mthau→eng38.760reported
google/madlad400-10.7b-mteng→hau22.851.1reported
google/madlad400-8b-lmhau→eng18.943.3reported
google/madlad400-8b-lmeng→hau0.39reported

LLM (Large Language Models)

FLORES-200

ModelLog-perplexitySource
goldfish-models/hau_latn_full86.28reported

AfroBench

ModelIntentTopicSource
AfriqueQwen-14B85.8882.66reported
Qwen3-14B29.4155.71reported
AfriqueGemma-12B84.2274.27reported
Gemma3-12B84.9780.64reported
AfriqueLlama-8B80.1964.32reported

AfroBench-Lite

ModelAvg ScoreSource
CohereForAI/aya-10150.5reported
google/gemma-1.1-7b-it24.1reported
meta-llama/Llama-2-7b16.4reported
meta-llama/Meta-Llama-3-8B17.4reported
meta-llama/Meta-Llama-3.1-8B22.4reported
MaLA-LM/LLaMAX3-8B19.5reported
google/gemma-2-9b45.3reported
google/gemma-2-27b51.3reported
meta-llama/Meta-Llama-3.1-70B38.8reported
AfroLLaMa 8B16.0reported
Gemini 1.5 Pro68.3reported
GPT-4o71.7reported
google/gemma-3-27b-it61.0reported
Gemini 2.0 Flash68.5reported
GPT-4.166.4reported
meta-llama/Llama-4-Scout-17B-16E52.2reported
Lugha-Llama 8B20.5reported
Claude 4.0 Sonnet73.9reported
Claude 3.7 Sonnet60.9reported
Claude 4.5 Sonnet75.2reported
Gemini 2.5 Flash67.1reported
Gemini 2.5 Pro72.6reported
GPT-579.8reported
Gemini 3 Pro75.6reported

AfriMGSM(Math)

ModelAccuracySource
Aya-1017.2reported
Gemma 2 27B49.6reported
LLaMa 3.1 70B48.8reported
GPT-4o64.8reported

AfriXNLI

ModelAccuracySource
Aya-10157.0reported
Gemma 2 27B49.7reported
LLaMa 3.1 70B42.8reported
GPT-4o75.2reported

AfriMMLU

ModelAfriMMLU-ElemMathAfriMMLU-GlobalFactsAfriMMLU-GeographyAfriMMLU-MicroEconAfriMMLU-IntLawSource
GPT-4o73.056.067.070.071.0reported

SIB-200 10-sample

ModelClassification Acc.Source
meta-llama/llama-3.1-70b-instruct100.0reported
openai/gpt-4o100.0reported
openai/gpt-5.1100.0reported

SAHARA

ModelLang. Avg.XNLI AccMMLU Acc.spBLEU eng→hauMGSMNER F1Reading comprehension Acc.Summarization RougeLTitle Gen spBleu-1KTopic class. F1Source
gemini-3-pro-preview62.4485.4896.7713.8587.174.6464.126.0621.3992.56reported
gemini-2.5-pro58.7477.4298.3916.980.6569.8764.122.7514.7283.86reported
gpt-5-2025-08-0755.4969.3595.1612.3680.6567.8464.114.358.4787.09reported
gpt-5.1-2025-11-1355.6374.1996.7713.5677.4271.6261.5414.26.2485.13reported
gemini-2.5-flash48.9579.0391.9415.4380.6526.3661.5419.147.1459.36reported
claude-sonnet-4-5@2025092942.5670.9759.6810.6545.1638.7746.1528.455.6477.61reported
claude-4-sonnet-2025051442.4166.1383.876.6451.6141.7443.5912.6710.1165.35reported
gpt-4.141.977.4258.069.5743.5530.953.8522.215.1276.4reported
CohereForAI/c4ai-command-a-03-202527.3859.6858.063.236.4518.8725.6421.158.4644.89reported
meta-llama/Llama-4-Scout-17B-16E-Instruct34.6261.2967.745.9432.2610.7541.0326.517.5158.54reported
meta-llama/Llama-3.3-70B-Instruct30.7653.2369.355.768.064.7646.1527.0210.9951.48reported
google/gemma-3-27b-it34.0161.2974.197.90.016.9838.4623.828.6574.81reported
google/gemma-2-27b-it26.7362.945.166.68.0615.9628.2122.845.0845.74reported
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B20.6938.7154.840.576.458.1625.6418.915.2627.68reported
meta-llama/Llama-3.1-70B-Instruct31.6458.0666.135.7417.744.5533.3326.6412.260.38reported
Qwen/Qwen3-30B-Instruct-250722.3541.9456.450.616.457.6933.3319.094.9930.64reported
deepseek-ai/DeepSeek-R1-Distill-Llama-70B28.8850.058.063.879.6811.1943.5923.7210.249.64reported
Tower-Babel/Babel-9B-Chat27.3462.969.356.273.231.5543.5921.946.730.54reported
Tower-Babel/Babel-83B-Chat24.3327.4267.743.554.843.6825.6423.656.6255.85reported
Qwen/Qwen3-4B-Instruct-250719.4145.1640.320.44.846.9828.2117.645.2225.89reported
google/gemma-2-9b-it21.5946.7740.325.483.235.4128.2121.111.0942.65reported
google/gemma-3-12b-it24.5961.2945.165.751.612.5841.0322.896.5834.43reported
meta-llama/Llama-3.1-8B-Instruct19.4843.5522.582.494.840.025.6422.267.1546.8reported
CohereForAI/aya-23-35B15.1338.7120.970.773.231.7428.216.652.6933.18reported
CohereForAI/c4ai-command-r-plus-08-202420.0943.5529.032.238.065.0823.0820.115.3244.39reported
CohereForAI/c4ai-command-r7b-12-202415.0438.7127.420.611.610.023.087.490.1836.27reported
microsoft/Phi-4-mini-instruct12.5840.3224.191.053.230.030.772.910.0310.72reported
meta-llama/Llama-3.2-1B-Instruct11.8733.8719.350.251.610.030.7713.821.745.41reported
microsoft/Phi-3.5-mini-instruct14.4841.9422.580.260.04.0828.2113.742.3917.14reported
google/gemma-2-2b-it13.1441.9425.811.040.03.3917.956.510.5421.09reported
CohereForAI/aya-23-8B15.0733.8729.030.273.234.6920.514.481.737.89reported
google/gemma-3-4b-it17.5345.1633.871.960.03.9528.2120.854.1919.57reported
meta-llama/Llama-3.2-3B-Instruct14.1733.8725.810.558.060.020.519.373.8525.53reported

📝 Notes

Observations

  • Survey Focus 1 for Niger (2026 UNICEF WCAR Local Languages Survey)
  • Also in Use Cases Document: Ghana AGOO platform (IVR + AI voice companion in Twi, Dagbani, Ewe, English, Hausa, Ga)
  • Major cross-border language spoken in 8+ WCA countries

ASR Models (33)

ModelSizeDownloadsLikes
openai/whisper-large-v3-turbo 0.8B 6.5M 2.9K
openai/whisper-large-v3 2B 4.8M 5.6K
facebook/mms-1b-all 1.0B 2.0M 195
openai/whisper-small — 1.9M 547
openai/whisper-base — 1.7M 264
Systran/faster-whisper-tiny — 1.2M 19
openai/whisper-tiny — 761.0K 424
Systran/faster-whisper-large-v3 — 741.0K 556
openai/whisper-medium — 550.0K 283
Systran/faster-whisper-small — 416.0K 29
Systran/faster-whisper-large-v2 — 138.0K 43
deepdml/faster-whisper-large-v3-turbo-ct2 — 90.4K 195
openai/whisper-large 2B 84.8K 542
openai/whisper-large-v2 2B 69.5K 1.8K
guillaumekln/faster-whisper-large-v2 — 24.9K 211
xkeyC/whisper-large-v3-turbo-gguf 0.8B 17.2K 31
neurlang/ipa-whisper-base 72.6M 683 23
NCAIR1/Hausa-ASR — 185 5
espnet/xeus — 60 146
Akashpb13/Hausa_xlsr — 55 5

View on HuggingFace: ha: 30 | hau: 3

TTS Models (33)

ModelSizeDownloadsLikes
k2-fsa/OmniVoice — 606.0K 577
drbaph/OmniVoice-bf16 — 4.7K 13
WueNLP/seamless-m4t-v2-large-speech-encoder — 1.7K 9
splendor1811/omnivoice-vietnamese 0.6B 672 2
gluschenko/omnivoice-onnx — 397 4
edwixx/OmniVoice — 163 0
okezieowen/hypaai_orpheus 3B 97 1
saheedniyi/YarnGPT-local 0.4B 35 14
WANJIAX2197/OmniVoice — 30 0
kumrandy123/hypa_ai_orpheus 3B 29 0
Bgeorge/OmniVoice — 25 1
Manish993135/OmniVoice — 16 0
rnjema-unima/mms-tts-hau-baseline 36.3M 16 0
gubernac/OmniVoice — 13 1
EBINSHAJI1999/OmniVoice — 12 0
Citrus-777/OmniVoice — 12 0
audo/seamless-m4t-v2-large 2B 9 23
CLEAR-Global/TWB-Voice-Hausa-TTS-1.0 — 9 0
zeustek/Wayo_GPT 0.4B 3 0
suleiman2003/mms-tts-hau-2speaker 39.6M 2 0

View on HuggingFace: ha: 30 | hau: 3

MT Models (38)

ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M — 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B — 147.0K 181
facebook/nllb-200-3.3B — 81.6K 443
facebook/nllb-200-1.3B — 31.4K 71
Unbabel/wmt22-comet-da — 5.6K 54
alirezamsh/small100 0.3B 3.9K 104
Unbabel/wmt22-cometkiwi-da — 1.8K 59
Helsinki-NLP/opus-mt-ha-en — 1.4K 1
mradermacher/OmniTranslate-1.0-GGUF 0.6B 1.1K 3
mradermacher/OmniTranslate-1.1-GGUF 0.6B 1.1K 2
facebook/nllb-moe-54b — 557 123
AlaminI/nllb-200-distilled-600M-unsloth-GGUF — 427 1
MihaiPopa-1/OmniTranslate-1.1 0.6B 393 0
MihaiPopa-1/OmniTranslate-1.0 0.6B 374 0
Helsinki-NLP/opus-mt-en-ha — 83 1
HelpMumHQ/AI-translator-eng-to-9ja 0.5B 73 5
Helsinki-NLP/opus-mt-fr-ha — 52 0
Helsinki-NLP/opus-mt-sv-ha — 42 0
Helsinki-NLP/opus-mt-es-ha — 41 0

View on HuggingFace: ha: 30 | hau: 8

LLM Models (41)

ModelSizeDownloadsLikes
CohereLabs/tiny-aya-global 3B 39.9K 148
bigscience/mt0-small 0.3B 4.2K 31
bigscience/mt0-base 0.6B 3.4K 32
bigscience/mt0-large 1B 3.2K 48
bigscience/mt0-xl 4B 3.1K 32
lelapa/InkubaLM-0.4B — 3.1K 61
UBC-NLP/toucan-base 0.6B 2.5K 5
bigscience/mt0-xxl 14B 2.5K 61
UBC-NLP/toucan-1.2B 1B 1.9K 1
MaziyarPanahi/Mistral-7B-Instruct-Aya-101-GGUF 7B 1.6K 12
UBC-NLP/cheetah-base — 1.1K 7
LLaMAX/LLaMAX3-8B-Alpaca 8B 370 32
google/madlad400-8b-lm 9B 183 11
bigscience/mt0-xxl-mt 14B 50 51
akoksal/muri-101 13B 40 0
bigscience/mt0-xxl-p3 14B 36 2
UBC-NLP/cheetah-1.2B — 33 4
LLaMAX/LLaMAX3-8B 8B 32 39
LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project 7B 29 1
LLaMAX/LLaMAX2-7B 7B 21 5

View on HuggingFace: ha: 30 | hau: 11

Datasets

ASR Datasets (56)

DatasetRowsDownloadsLikes
google/fleurs — 46.3K 392
fsicoli/common_voice_22_0 — 21.2K 16
google/WaxalNLP 2.6M 12.3K 219
fsicoli/common_voice_15_0 — 8.4K 6
sarulab-speech/yodas2_sidon 1.5M 6.0K 60
fsicoli/common_voice_16_0 — 5.1K 4
fsicoli/common_voice_17_0 — 3.7K 12
claudefitz/WaxalNLP 2.6M 3.6K 0
fsicoli/common_voice_21_0 — 3.2K 2
google/xtreme_s — 3.2K 70
BolajiJsAI/WaxalNLP 2.6M 2.5K 1
ngoloan/WaxalNLP 2.0M 2.1K 0
novelwolde36/WaxalNLP 2.5M 2.0K 1
Phsntom/WaxalNLP 2.6M 1.9K 0
Ephraimmm/WaxalNLPr 2.6M 1.8K 0
fiifinketia/WaxalNLP 2.5M 1.7K 1
zoelaenskii/zinny 2.6M 1.4K 1
0xzanuee/WaxalNLP 1.9M 1.4K 0
jml2026/multilingual-accent-speech 1.3K 1.3K 0
suryatmodulus/yodas2_sidon — 1.1K 0

View on HuggingFace: ha: 30 | hau: 26

TTS Datasets (43)

DatasetRowsDownloadsLikes
google/WaxalNLP 2.6M 12.3K 219
sarulab-speech/yodas2_sidon 1.5M 6.0K 60
claudefitz/WaxalNLP 2.6M 3.6K 0
BolajiJsAI/WaxalNLP 2.6M 2.5K 1
ngoloan/WaxalNLP 2.0M 2.1K 0
novelwolde36/WaxalNLP 2.5M 2.0K 1
Phsntom/WaxalNLP 2.6M 1.9K 0
Ephraimmm/WaxalNLPr 2.6M 1.8K 0
fiifinketia/WaxalNLP 2.5M 1.7K 1
jml2026/complete-voiceai-speech-dataset-anonymized 1.3K 1.5K 0
zoelaenskii/zinny 2.6M 1.4K 1
0xzanuee/WaxalNLP 1.9M 1.4K 0
jml2026/multilingual-accent-speech 1.3K 1.3K 0
suryatmodulus/yodas2_sidon — 1.1K 0
sarulab-speech/commonvoice22_sidon 15.1M 1.1K 29
UBC-NLP/SimbaBench_dataset 748.0K 975 0
WueNLP/belebele-fleurs 65.1K 799 9
WueNLP/sib-fleurs 94.4K 260 11
bdallhrajh371/WaxalNLP 2.6M 250 0
benjaminogbonna/nigerian_common_voice_dataset 22.3K 208 18

View on HuggingFace: ha: 30 | hau: 13

Translation Datasets (54)

DatasetRowsDownloadsLikes
HuggingFaceFW/finetranslations — 75.8K 283
facebook/flores — 43.4K 97
Helsinki-NLP/opus-100 55.1M 17.9K 227
openlanguagedata/flores_plus 893.0K 15.8K 124
CohereLabs/aya_collection 514.0M 12.6K 234
gtak1/panlex-meanings 64.1M 6.3K 0
yhavinga/ccmatrix — 4.0K 26
google/smol 798.0K 2.8K 94
Muennighoff/flores200 — 1.6K 20
gsarti/flores_101 207.0K 1.6K 32
facebook/bouquet 5.6M 1.6K 33
ayymen/Pontoon-Translations 3.6M 1.1K 18
HuggingFaceFW/finetranslations-edu 109.0M 1.1K 27
Helsinki-NLP/kde4 — 982 25
Helsinki-NLP/tatoeba — 866 56
Helsinki-NLP/opus_gnome 59.5K 635 1
wecover/OPUS 98.7M 545 0
IWSLT/ted_talks_iwslt — 540 23
masakhane/mafand 143.0K 463 15
ayymen/Weblate-Translations 11.7M 383 18

View on HuggingFace: ha: 30 | hau: 24