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
βœ… = benchmark scores available

Priority Languages (15)

Confirmed by UNICEF country programmes

Bambara

UNICEF Priority bam / bm
Burkina FasoCote d'IvoireGambiaGhanaGuinea
Also: Bamako, Bamana, Bamanakan
Family: Niger–Congo
Speakers: 4.2 million
5 Actors working on this language
ASR Models (32) βœ…
ModelSizeDownloadsLikes
MahmoudAshraf/mms-300m-1130-forced-aligner 0.3B 4.0M 83
facebook/mms-1b-all 1.0B 2.0M 195
facebook/mms-1b-fl102 1.0B 8.7K 29
UBC-NLP/Simba-S 2B 2.2K 4
facebook/mms-1b-l1107 1.0B 280 12

View on HuggingFace: bm: 30 | bam: 2

TTS Models (7)
ModelSizeDownloadsLikes
sudoping01/bambara-tts 36.3M 371 1
ynnov/ekodi-bambara-tts-female 36.3M 59 0
ynnov/ekodi-bambara-tts 36.3M 21 0
rnjema-unima/mms-tts-bam-baseline 36.3M 17 0
MALIBA-AI/bambara-tts 0.5B 11 5

View on HuggingFace: bm: 6 | bam: 1

MT Models (37) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
jbochi/madlad400-3b-mt 3B 76.4K 154

View on HuggingFace: bm: 30 | bam: 7

LLM Models (36) βœ…
ModelSizeDownloadsLikes
bigscience/bloomz-560m 0.6B 1.0M 137
bigscience/bloom-560m 0.6B 164.0K 371
bigscience/bloom-1b7 2B 49.4K 122
bigscience/bloom-3b 3B 14.1K 94
bigscience/bloomz-3b 3B 13.3K 81

View on HuggingFace: bm: 30 | bam: 6

Dagbani

UNICEF Priority dag
Ghana
Also: Dagbamba, Dagbane, Dagbanli, Dagomba
Family: Niger–Congo
Speakers: 1.2 million
Common Voice: 25.4 hours, 21274 clips
4 Actors working on this language
ASR Models (1) βœ…
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: dag: 1

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

View on HuggingFace: dag: 23

MT Models (6) βœ…
ModelSizeDownloadsLikes
Helsinki-NLP/opus-mt-tc-bible-big-mul-mul 0.2B 442 10
Helsinki-NLP/opus-mt-tc-bible-big-deu_eng_fra_por_spa-mul 0.2B 88 1
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_nld 0.2B 54 2
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa 0.2B 54 2
Helsinki-NLP/opus-mt-tc-bible-big-alv-deu_eng_fra_por_spa 0.2B 47 0

View on HuggingFace: dag: 6

LLM Models (1)
ModelDownloadsLikes
wikilangs/dag 0 0

View on HuggingFace: dag: 1

Dyula

UNICEF Priority dyu
Burkina FasoCote d'IvoireGambiaGuineaMali
Also: Dioula, Dioula VΓ©hiculaire, Diula, Djula (+7)
Family: Niger–Congo
Speakers: 2.6 million
Common Voice: 0.5 hours, 295 clips
2 Actors working on this language
ASR Models (7) βœ…
ModelSizeDownloadsLikes
espnet/xeus β€” 60 146
Klayt/xlsr-dioula-asr 0.3B 30 0
johntsi/ZeroSwot-Medium_asr-cv_en-to-200 0.4B 17 0
johntsi/ZeroSwot-Large_asr-cv_en-to-200 0.4B 16 1
UBC-NLP/Simba-SLID-49 94.6M 15 0

View on HuggingFace: dyu: 7

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

View on HuggingFace: dyu: 23

MT Models (30) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
jbochi/madlad400-3b-mt 3B 76.4K 154

View on HuggingFace: dyu: 30

LLM Models (5) βœ…
ModelSizeDownloadsLikes
google/madlad400-8b-lm 9B 183 11
jbochi/madlad400-8b-lm 9B 14 8
goldfish-models/dyu_latn_10mb β€” 8 0
goldfish-models/dyu_latn_5mb β€” 8 0
goldfish-models/dyu_latn_full β€” 1 0

View on HuggingFace: dyu: 5

Escarpment Dogon

UNICEF Priority dts
Mali
Also: Bomu Tegu, Dogoso, Toro So, Toro So Dogon (+1)
1 Actor working on this language
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: dts: 1

TTS Models (0)

No TTS models found.

MT Models (0) βœ…

No translation models found.

LLM Models (0)

No LLM models found.

Ewe

UNICEF Priority ewe / ee
BeninGhanaTogo
Family: Niger–Congo
Speakers: 5.0 million
8 Actors working on this language
ASR Models (23) βœ…
ModelSizeDownloadsLikes
MahmoudAshraf/mms-300m-1130-forced-aligner 0.3B 4.0M 83
facebook/mms-1b-all 1.0B 2.0M 195
facebook/mms-1b-fl102 1.0B 8.7K 29
UBC-NLP/Simba-S 2B 2.2K 4
facebook/mms-1b-l1107 1.0B 280 12

View on HuggingFace: ee: 22 | ewe: 1

TTS Models (6) βœ…
ModelSizeDownloadsLikes
analist/oute_ewe_r64_16bit 1B 177 0
analist/gaia_oute_ewe_r64_16bit 1B 38 0
rnjema-unima/mms-tts-ewe-baseline 36.3M 19 0
Dapor/Dapson β€” 0 4

View on HuggingFace: ee: 3 | ewe: 3

MT Models (31) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
Helsinki-NLP/opus-mt-mul-en β€” 61.6K 89

View on HuggingFace: ee: 30 | ewe: 1

LLM Models (27) βœ…
ModelSizeDownloadsLikes
UBC-NLP/toucan-base 0.6B 2.5K 5
UBC-NLP/toucan-1.2B 1B 1.9K 1
google/madlad400-8b-lm 9B 183 11
UBC-NLP/cheetah-1.2B β€” 33 4
ZeppelinCorp/Charm_15 β€” 18 0

View on HuggingFace: ee: 20 | ewe: 7

Fula

UNICEF Priority ful / ff
BeninBurkina FasoCameroonCentral African RepublicCote d'Ivoire
Also: Biira, Boulbe, Domona, Dzemay (+11)
Family: Niger–Congo
Speakers: 37 million
4 Actors working on this language
ASR Models (9) βœ…
ModelSizeDownloadsLikes
MahmoudAshraf/mms-300m-1130-forced-aligner 0.3B 4.0M 83
facebook/mms-1b-all 1.0B 2.0M 195
facebook/mms-1b-fl102 1.0B 8.7K 29
facebook/mms-1b-l1107 1.0B 280 12
Baamtu/whisper-pular-ggml-q5 β€” 39 0

View on HuggingFace: ff: 9

TTS Models (25)
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

View on HuggingFace: ff: 24 | ful: 1

MT Models (32) βœ…
ModelSizeDownloadsLikes
google/madlad400-3b-mt 3B 329.0K 192
jbochi/madlad400-3b-mt 3B 76.4K 154
alirezamsh/small100 0.3B 3.9K 104
google/madlad400-10b-mt 11B 3.6K 131
google/madlad400-7b-mt 8B 2.7K 20

View on HuggingFace: ff: 30 | ful: 2

LLM Models (36) βœ…
ModelSizeDownloadsLikes
UBC-NLP/cheetah-base β€” 1.1K 7
LLaMAX/LLaMAX3-8B-Alpaca 8B 370 32
google/madlad400-8b-lm 9B 183 11
LLaMAX/LLaMAX3-8B 8B 32 39
LLaMAX/LLaMAX2-7B 7B 21 5

View on HuggingFace: ff: 30 | ful: 6

GourmanchΓ©

UNICEF Priority gux
BeninBurkina FasoNigerTogo
Also: Goulimancema, Goulmacema, Goulmancema, Gourma (+6)
Family: Niger–Congo
Speakers: 1.5 million
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: gux: 1

TTS Models (0)

No TTS models found.

MT Models (5)
ModelSizeDownloadsLikes
Helsinki-NLP/opus-mt-tc-bible-big-deu_eng_fra_por_spa-mul 0.2B 88 1
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_nld 0.2B 54 2
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa 0.2B 54 2
Helsinki-NLP/opus-mt-tc-bible-big-alv-deu_eng_fra_por_spa 0.2B 47 0
vonjack/opus-mt-mul-en-big 0.3B 39 4

View on HuggingFace: gux: 5

LLM Models (0)

No LLM models found.

Hausa

UNICEF Priority hau / ha
BeninBurkina FasoCameroonGhanaNiger
Family: Afro-Asiatic
Speakers: 58 million
Common Voice: 12.6 hours, 10447 clips
16 Actors working on this language
ASR Models (33) βœ…
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 β€” 1.9M 547
openai/whisper-base β€” 1.7M 264

View on HuggingFace: ha: 30 | hau: 3

TTS Models (33) βœ…
ModelSizeDownloadsLikes
k2-fsa/OmniVoice β€” 606.0K 577
drbaph/OmniVoice-bf16 β€” 4.7K 13
WueNLP/seamless-m4t-v2-large-speech-encoder β€” 1.7K 9
splendor1811/omnivoice-vietnamese 0.6B 672 2
gluschenko/omnivoice-onnx β€” 397 4

View on HuggingFace: ha: 30 | hau: 3

MT Models (38) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
facebook/nllb-200-1.3B β€” 31.4K 71

View on HuggingFace: ha: 30 | hau: 8

LLM Models (41) βœ…
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

View on HuggingFace: ha: 30 | hau: 11

Koyraboro Senni

UNICEF Priority ses
Mali
Also: East Songhay, Gao Songhay, Koyra Senni, Koyra Senni Songhay (+9)
Family: Nilo-Saharan
Speakers: 430,000
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: ses: 1

TTS Models (0)

No TTS models found.

MT Models (10)
ModelSizeDownloadsLikes
mradermacher/OmniTranslate-1.0-GGUF 0.6B 1.1K 3
mradermacher/OmniTranslate-1.1-GGUF 0.6B 1.1K 2
Helsinki-NLP/opus-mt-tc-bible-big-mul-mul 0.2B 442 10
MihaiPopa-1/OmniTranslate-1.1 0.6B 393 0
MihaiPopa-1/OmniTranslate-1.0 0.6B 374 0

View on HuggingFace: ses: 10

LLM Models (0)

No LLM models found.

Maasina Fulfulde

UNICEF Priority ffm
Mali
Also: Fulani, Fulbe, Fulfulde, Maacina (+5)
Family: Niger–Congo
Speakers: 37 million
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: ffm: 1

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

View on HuggingFace: ffm: 23

MT Models (30)
ModelSizeDownloadsLikes
google/madlad400-3b-mt 3B 329.0K 192
jbochi/madlad400-3b-mt 3B 76.4K 154
google/madlad400-10b-mt 11B 3.6K 131
google/madlad400-7b-mt 8B 2.7K 20
mradermacher/OmniTranslate-1.0-GGUF 0.6B 1.1K 3

View on HuggingFace: ffm: 30

LLM Models (2)
ModelSizeDownloadsLikes
google/madlad400-8b-lm 9B 183 11
jbochi/madlad400-8b-lm 9B 14 8

View on HuggingFace: ffm: 2

MoorΓ©

UNICEF Priority mos
BeninBurkina FasoCote d'IvoireGhanaMali
Also: Mole, Moose, More, MorΓ© (+2)
Family: Niger–Congo
Speakers: 12 million
2 Actors working on this language
ASR Models (14) βœ…
ModelSizeDownloadsLikes
UBC-NLP/Simba-S 2B 2.2K 4
burkimbia/BIA-WHISPER-LARGE-SACHI_V2 2B 77 0
espnet/xeus β€” 60 146
UBC-NLP/Simba-W 2B 44 0
UBC-NLP/Simba-M β€” 33 0

View on HuggingFace: mos: 14

TTS Models (3)
ModelSizeDownloadsLikes
mradermacher/orpheus-tts-mos-GGUF 3B 32 0
burkimbia/BIA-XTTSv2-moore-v0 β€” 0 0
burkimbia/BIA-XTTSv2-moore-v1 β€” 0 1

View on HuggingFace: mos: 3

MT Models (30) βœ…
ModelDownloadsLikes
facebook/nllb-200-distilled-600M 1.1M 880
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
Xenova/nllb-200-distilled-600M 4.4K 50

View on HuggingFace: mos: 30

LLM Models (4) βœ…
ModelDownloadsLikes
goldfish-models/mos_latn_5mb 6 0
goldfish-models/mos_latn_full 2 0
goldfish-models/mos_latn_10mb 2 0
wikilangs/mos 0 0

View on HuggingFace: mos: 4

Nigerian Fulfulde

UNICEF Priority fuv
Nigeria
Also: Fulani, Fulatanci, Fulbe, Fulfulde (+6)
Family: Niger–Congo
Speakers: 17 million
1 Actor working on this language
ASR Models (5) βœ…
ModelSizeDownloadsLikes
espnet/xeus β€” 60 146
johntsi/ZeroSwot-Medium_asr-cv_en-to-200 0.4B 17 0
johntsi/ZeroSwot-Large_asr-cv_en-to-200 0.4B 16 1
johntsi/ZeroSwot-Medium_asr-mustc_en-to-200 0.4B 14 0
johntsi/ZeroSwot-Large_asr-mustc_en-to-200 0.4B 12 0

View on HuggingFace: fuv: 5

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

View on HuggingFace: fuv: 23

MT Models (30) βœ…
ModelDownloadsLikes
facebook/nllb-200-distilled-600M 1.1M 880
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
Xenova/nllb-200-distilled-600M 4.4K 50

View on HuggingFace: fuv: 30

LLM Models (3) βœ…
ModelDownloadsLikes
goldfish-models/fuv_latn_5mb 8 0
goldfish-models/fuv_latn_10mb 6 0
goldfish-models/fuv_latn_full 2 0

View on HuggingFace: fuv: 3

Soninke

UNICEF Priority snk
Burkina FasoCote d'IvoireGambiaGhanaGuinea-Bissau
Also: Aswanek, Aswanik, Azer, Ceddo (+11)
Family: Niger–Congo
Speakers: 2.3 million
1 Actor working on this language
ASR Models (2) βœ…
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

View on HuggingFace: snk: 23

MT Models (0)

No translation models found.

LLM Models (0)

No LLM models found.

Twi

UNICEF Priority twi / tw
Ghana
Family: Niger–Congo
Speakers: 8.9 million
Common Voice: 0.4 hours, 341 clips
5 Actors working on this language
ASR Models (34) βœ…
ModelSizeDownloadsLikes
UBC-NLP/Simba-S 2B 2.2K 4
UBC-NLP/Simba-TTS-twi-asanti 36.3M 1.4K 0
GiftMark/akan-whisper-model 0.2B 221 9
teckedd/whisper_small-waxal_akan-asr 0.2B 98 0
espnet/xeus β€” 60 146

View on HuggingFace: tw: 23 | twi: 11

TTS Models (25) βœ…
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

View on HuggingFace: tw: 24 | twi: 1

MT Models (33) βœ…
ModelDownloadsLikes
facebook/nllb-200-distilled-600M 1.1M 880
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
Xenova/nllb-200-distilled-600M 4.4K 50

View on HuggingFace: tw: 30 | twi: 3

LLM Models (40) βœ…
ModelSizeDownloadsLikes
bigscience/bloomz-560m 0.6B 1.0M 137
bigscience/bloom-560m 0.6B 164.0K 371
bigscience/bloom-1b7 2B 49.4K 122
bigscience/bloom-3b 3B 14.1K 94
bigscience/bloomz-3b 3B 13.3K 81

View on HuggingFace: tw: 30 | twi: 10

Western Niger Fulfulde

UNICEF Priority fuh
BeninBurkina FasoNiger
Also: Fula, Fulani, Fulbe, Fulfulde (+8)
Family: Niger–Congo
Speakers: 3.1 million
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: fuh: 1

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

View on HuggingFace: fuh: 23

MT Models (0)

No translation models found.

LLM Models (0)

No LLM models found.

Extended Languages (19)

Selected based on speaker population, official status, or UNICEF past projects

Akan

aka / ak
BeninGhana
Family: Niger–Congo
Speakers: 8.9 million
4 Actors working on this language
ASR Models (21) βœ…
ModelSizeDownloadsLikes
MahmoudAshraf/mms-300m-1130-forced-aligner 0.3B 4.0M 83
facebook/mms-1b-all 1.0B 2.0M 195
facebook/mms-1b-fl102 1.0B 8.7K 29
UBC-NLP/Simba-S 2B 2.2K 4
facebook/mms-1b-l1107 1.0B 280 12

View on HuggingFace: ak: 20 | aka: 1

TTS Models (6) βœ…
ModelDownloadsLikes
satzkumar/1232 0 0
antoniomae1234/voice-clona-text 0 2
Dapor/Dapson 0 4
cewaw/3D 0 0
jimmykis/unicornbanshee 0 0

View on HuggingFace: ak: 6

MT Models (31) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
jbochi/madlad400-3b-mt 3B 76.4K 154

View on HuggingFace: ak: 30 | aka: 1

LLM Models (39) βœ…
ModelSizeDownloadsLikes
bigscience/bloomz-560m 0.6B 1.0M 137
bigscience/bloom-560m 0.6B 164.0K 371
bigscience/bloom-1b7 2B 49.4K 122
bigscience/bloom-3b 3B 14.1K 94
bigscience/bloomz-3b 3B 13.3K 81

View on HuggingFace: ak: 30 | aka: 9

Chadian Arabic

shu
CameroonCentral African RepublicChadNigerNigeria
Also: Arabe Choa, Arabic, Shuwa, Chad Arabic (+11)
Family: Afro-Asiatic
Speakers: 2.6 million
2 Actors working on this language
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: shu: 1

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

View on HuggingFace: shu: 23

MT Models (0)

No translation models found.

LLM Models (0)

No LLM models found.

Congo Swahili

swc
Democratic Republic of Congo
Also: Congo Swahili, ZaΓ―re Swahili
Family: Niger–Congo
Speakers: 2.0 million
1 Actor working on this language
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: swc: 1

TTS Models (0)

No TTS models found.

MT Models (11)
ModelDownloadsLikes
Helsinki-NLP/opus-mt-swc-en 166 0
Helsinki-NLP/opus-mt-en-swc 53 0
Helsinki-NLP/opus-mt-sv-swc 45 0
Helsinki-NLP/opus-mt-swc-fi 44 0
Helsinki-NLP/opus-mt-swc-sv 44 0

View on HuggingFace: swc: 11

LLM Models (3)
ModelSizeDownloadsLikes
UBC-NLP/toucan-base 0.6B 2.5K 5
UBC-NLP/toucan-1.2B 1B 1.9K 1
UBC-NLP/cheetah-1.2B β€” 33 4

View on HuggingFace: swc: 3

Fang

fan
CameroonEquatorial GuineaGabon
Also: Benjube Fenga, Pahouin, Pamue, Pangwe
Family: Niger–Congo
Speakers: 1 million
Common Voice: 11.7 hours, 8134 clips
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: fan: 1

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

View on HuggingFace: fan: 23

MT Models (0)

No translation models found.

LLM Models (3)
ModelSizeDownloadsLikes
UBC-NLP/toucan-base 0.6B 2.5K 5
UBC-NLP/toucan-1.2B 1B 1.9K 1
UBC-NLP/cheetah-1.2B β€” 33 4

View on HuggingFace: fan: 3

Fon

fon
BeninTogo
Also: Dahomeen, Djedji, Fo, Fogbe (+4)
Family: Niger–Congo
Speakers: 2.3 million
4 Actors working on this language
ASR Models (18) βœ…
ModelSizeDownloadsLikes
speechbrain/asr-wav2vec2-dvoice-fongbe β€” 972 3
espnet/xeus β€” 60 146
asrDIL/mms-fongbe-finetuned-v4 1.0B 21 0
johntsi/ZeroSwot-Medium_asr-cv_en-to-200 0.4B 17 0
johntsi/ZeroSwot-Large_asr-cv_en-to-200 0.4B 16 1

View on HuggingFace: fon: 18

TTS Models (1)
ModelSizeDownloadsLikes
Umbaji001/eyaa-tom-mms-tts-fon 36.3M 5 0

View on HuggingFace: fon: 1

MT Models (30) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
jbochi/madlad400-3b-mt 3B 76.4K 154

View on HuggingFace: fon: 30

LLM Models (30) βœ…
ModelSizeDownloadsLikes
bigscience/bloomz-560m 0.6B 1.0M 137
bigscience/bloom-560m 0.6B 164.0K 371
bigscience/bloom-1b7 2B 49.4K 122
bigscience/bloom-3b 3B 14.1K 94
bigscience/bloomz-3b 3B 13.3K 81

View on HuggingFace: fon: 30

Ga

gaa
Ghana
Also: Accra, Acra, Amina, Gain (+1)
Family: Niger–Congo
Speakers: 745,000
3 Actors working on this language
ASR Models (3) βœ…
ModelSizeDownloadsLikes
espnet/xeus β€” 60 146
UBC-NLP/Simba-SLID-49 94.6M 15 0
AyikuBen/whisper-ga-finetuned-demo 37.8M 2 0

View on HuggingFace: gaa: 3

TTS Models (0)

No TTS models found.

MT Models (17)
ModelDownloadsLikes
Helsinki-NLP/opus-mt-fr-gaa 42 0
Helsinki-NLP/opus-mt-sv-gaa 41 0
Helsinki-NLP/opus-mt-fi-gaa 38 0
Helsinki-NLP/opus-mt-gaa-sv 38 0
Helsinki-NLP/opus-mt-gaa-de 37 0

View on HuggingFace: gaa: 17

LLM Models (1)
ModelSizeDownloadsLikes
ghananlpcommunity/opani-chat_1b-merged-16bit 1B 2 0

View on HuggingFace: gaa: 1

Guinea-Bissau Creole

pov
GambiaGuinea-BissauSenegal
Also: Casamance Creole, Casamancese Creole, Casamançais, Crioulo (+11)
Family: Portuguese Creole
Speakers: 1.5 million
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: pov: 1

TTS Models (0)

No TTS models found.

MT Models (5)
ModelSizeDownloadsLikes
mradermacher/OmniTranslate-1.0-GGUF 0.6B 1.1K 3
mradermacher/OmniTranslate-1.1-GGUF 0.6B 1.1K 2
MihaiPopa-1/OmniTranslate-1.1 0.6B 393 0
MihaiPopa-1/OmniTranslate-1.0 0.6B 374 0
MihaiPopa-1/OmniTranslate-1.0-LoRA β€” 0 0

View on HuggingFace: pov: 5

LLM Models (0)

No LLM models found.

Igbo

ibo / ig
Equatorial GuineaNigeria
Also: Ebo, Ibo, Unege
Family: Niger–Congo
Speakers: 34 million
Common Voice: 13.2 hours, 8702 clips
11 Actors working on this language
ASR Models (32) βœ…
ModelSizeDownloadsLikes
MahmoudAshraf/mms-300m-1130-forced-aligner 0.3B 4.0M 83
facebook/mms-1b-all 1.0B 2.0M 195
facebook/seamless-m4t-v2-large 2B 66.9K 968
facebook/mms-1b-fl102 1.0B 8.7K 29
NCAIR1/Igbo-ASR β€” 332 5

View on HuggingFace: ig: 30 | ibo: 2

TTS Models (31)
ModelSizeDownloadsLikes
k2-fsa/OmniVoice β€” 606.0K 577
drbaph/OmniVoice-bf16 β€” 4.7K 13
WueNLP/seamless-m4t-v2-large-speech-encoder β€” 1.7K 9
splendor1811/omnivoice-vietnamese 0.6B 672 2
gluschenko/omnivoice-onnx β€” 397 4

View on HuggingFace: ig: 30 | ibo: 1

MT Models (36) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
Helsinki-NLP/opus-mt-mul-en β€” 61.6K 89

View on HuggingFace: ig: 30 | ibo: 6

LLM Models (40) βœ…
ModelSizeDownloadsLikes
bigscience/bloomz-560m 0.6B 1.0M 137
bigscience/bloom-560m 0.6B 164.0K 371
bigscience/bloom-1b7 2B 49.4K 122
CohereLabs/tiny-aya-global 3B 39.9K 148
bigscience/bloom-3b 3B 14.1K 94

View on HuggingFace: ig: 30 | ibo: 10

Kanuri

kau / kr
CameroonChadNigerNigeria
Also: Aga, Borno, Bornouan, Bornouans (+10)
Family: Nilo-Saharan
Speakers: 10.6 million
1 Actor working on this language
ASR Models (23) βœ…
ModelSizeDownloadsLikes
MahmoudAshraf/mms-300m-1130-forced-aligner 0.3B 4.0M 83
facebook/mms-1b-all 1.0B 2.0M 195
facebook/mms-1b-fl102 1.0B 8.7K 29
facebook/mms-1b-l1107 1.0B 280 12
eesungkim/stt_kr_conformer_transducer_large β€” 56 10

View on HuggingFace: kr: 21 | kau: 2

TTS Models (3) βœ…
ModelDownloadsLikes
Dapor/Dapson 0 4
CLEAR-Global/TWB-Voice-Kanuri-TTS-1.0 0 0

View on HuggingFace: kr: 2 | kau: 1

MT Models (11)
ModelSizeDownloadsLikes
Helsinki-NLP/opus-mt-tc-bible-big-mul-mul 0.2B 442 10
Helsinki-NLP/opus-mt-tc-bible-big-deu_eng_fra_por_spa-mul 0.2B 88 1
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_nld 0.2B 54 2
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa 0.2B 54 2
vonjack/opus-mt-mul-en-big 0.3B 39 4

View on HuggingFace: kr: 10 | kau: 1

LLM Models (19) βœ…
ModelSizeDownloadsLikes
UBC-NLP/toucan-base 0.6B 2.5K 5
UBC-NLP/toucan-1.2B 1B 1.9K 1
SEOKDONG/gpt-oss-safeguard-20b-kor-enterprise-gptq-4bit 21B 72 3
UBC-NLP/cheetah-1.2B β€” 33 4
SEOKDONG/gpt-oss-safeguard-20b-kor-enterprise 21B 19 4

View on HuggingFace: kau: 10 | kr: 9

Krio

kri
Sierra Leone
Also: Creole, Patois
Family: English Creole
Speakers: 6.9 million
1 Actor working on this language
ASR Models (2)
ModelSizeDownloadsLikes
MosesJoshuaCoker/best_for_now 0.2B 187 0
espnet/xeus β€” 60 146

View on HuggingFace: kri: 2

TTS Models (0)

No TTS models found.

MT Models (30) βœ…
ModelSizeDownloadsLikes
google/madlad400-3b-mt 3B 329.0K 192
jbochi/madlad400-3b-mt 3B 76.4K 154
google/madlad400-10b-mt 11B 3.6K 131
google/madlad400-7b-mt 8B 2.7K 20
notjjustnumbers/madlad400-3b-mt-Q4_K_M-GGUF 3B 225 4

View on HuggingFace: kri: 30

LLM Models (3)
ModelSizeDownloadsLikes
google/madlad400-8b-lm 9B 183 11
jbochi/madlad400-8b-lm 9B 14 8
AAU-NLP/CreoleVal-CreoleM2M 0.6B 6 0

View on HuggingFace: kri: 3

Liberian Kreyol

lir
Liberia
Also: Kolokwa, Liberian Kolokwa English, Liberian Kreyol, Liberian Pidgin English
Family: English Creole
Speakers: 5 million
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: lir: 1

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

View on HuggingFace: lir: 23

MT Models (0) βœ…

No translation models found.

LLM Models (0)

No LLM models found.

Lingala

lin / ln
Democratic Republic of Congo
Family: Niger–Congo
Speakers: 21 million
4 Actors working on this language
ASR Models (33) βœ…
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 β€” 1.9M 547
openai/whisper-base β€” 1.7M 264

View on HuggingFace: ln: 30 | lin: 3

TTS Models (27) βœ…
ModelSizeDownloadsLikes
k2-fsa/OmniVoice β€” 606.0K 577
drbaph/OmniVoice-bf16 β€” 4.7K 13
WueNLP/seamless-m4t-v2-large-speech-encoder β€” 1.7K 9
splendor1811/omnivoice-vietnamese 0.6B 672 2
gluschenko/omnivoice-onnx β€” 397 4

View on HuggingFace: ln: 27

MT Models (36) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
Helsinki-NLP/opus-mt-mul-en β€” 61.6K 89

View on HuggingFace: ln: 30 | lin: 6

LLM Models (36) βœ…
ModelSizeDownloadsLikes
bigscience/bloomz-560m 0.6B 1.0M 137
bigscience/bloom-560m 0.6B 164.0K 371
bigscience/bloom-1b7 2B 49.4K 122
bigscience/bloom-3b 3B 14.1K 94
bigscience/bloomz-3b 3B 13.3K 81

View on HuggingFace: ln: 30 | lin: 6

Mandinka

mnk
Cote d'IvoireGambiaGuineaGuinea-BissauLiberia
Also: Eastern Malinke, Kankan Maninka, Madingo, MalinkΓ© (+11)
Family: Niger–Congo
Speakers: 2.1 million
1 Actor working on this language
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: mnk: 1

TTS Models (0)

No TTS models found.

MT Models (5)
ModelSizeDownloadsLikes
mradermacher/OmniTranslate-1.0-GGUF 0.6B 1.1K 3
mradermacher/OmniTranslate-1.1-GGUF 0.6B 1.1K 2
MihaiPopa-1/OmniTranslate-1.1 0.6B 393 0
MihaiPopa-1/OmniTranslate-1.0 0.6B 374 0
MihaiPopa-1/OmniTranslate-1.0-LoRA β€” 0 0

View on HuggingFace: mnk: 5

LLM Models (0)

No LLM models found.

Mende

men
LiberiaSierra Leone
Also: Boumpe, Hulo, Mende (Sierra Leone), MΙ›nde (+1)
Family: Niger–Congo
Speakers: 2.5 million
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: men: 1

TTS Models (0)

No TTS models found.

MT Models (4)
ModelSizeDownloadsLikes
Helsinki-NLP/opus-mt-tc-bible-big-deu_eng_fra_por_spa-mul 0.2B 88 1
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_nld 0.2B 54 2
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa 0.2B 54 2
vonjack/opus-mt-mul-en-big 0.3B 39 4

View on HuggingFace: men: 4

LLM Models (0)

No LLM models found.

Pular

fuf
Guinea
Also: Foula Fouta, Fouta Djallon, Fouta Dyalon, Fula (+9)
Family: Niger–Congo
Speakers: 4.8 million
ASR Models (1) βœ…
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: fuf: 1

TTS Models (24)
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

View on HuggingFace: fuf: 24

MT Models (5)
ModelSizeDownloadsLikes
mradermacher/OmniTranslate-1.0-GGUF 0.6B 1.1K 3
mradermacher/OmniTranslate-1.1-GGUF 0.6B 1.1K 2
MihaiPopa-1/OmniTranslate-1.1 0.6B 393 0
MihaiPopa-1/OmniTranslate-1.0 0.6B 374 0
MihaiPopa-1/OmniTranslate-1.0-LoRA β€” 0 0

View on HuggingFace: fuf: 5

LLM Models (0)

No LLM models found.

Sango

sag / sg
Central African RepublicChadDemocratic Republic of Congo
Also: Sangho, Sanngo
Family: Creole
Speakers: 620,000
ASR Models (17)
ModelSizeDownloadsLikes
MahmoudAshraf/mms-300m-1130-forced-aligner 0.3B 4.0M 83
facebook/mms-1b-all 1.0B 2.0M 195
facebook/mms-1b-fl102 1.0B 8.7K 29
UBC-NLP/Simba-S 2B 2.2K 4
facebook/mms-1b-l1107 1.0B 280 12

View on HuggingFace: sg: 16 | sag: 1

TTS Models (1)
ModelDownloadsLikes
Dapor/Dapson 0 4

View on HuggingFace: sg: 1

MT Models (31) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
Helsinki-NLP/opus-mt-mul-en β€” 61.6K 89

View on HuggingFace: sg: 30 | sag: 1

LLM Models (12) βœ…
ModelSizeDownloadsLikes
google/madlad400-8b-lm 9B 183 11
jbochi/madlad400-8b-lm 9B 14 8
Kolyadual/Newton-bot-3-text-mini-8B 8B 7 1
goldfish-models/sag_latn_5mb β€” 7 0
AAU-NLP/CreoleVal-CreoleM2M 0.6B 6 0

View on HuggingFace: sg: 8 | sag: 4

Temne

tem
GuineaSierra Leone
Also: Temen, Themne, Timene, Timmannee (+1)
Family: Niger–Congo
Speakers: 2.0 million
ASR Models (1)
ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: tem: 1

TTS Models (0)

No TTS models found.

MT Models (5)
ModelSizeDownloadsLikes
Helsinki-NLP/opus-mt-tc-bible-big-deu_eng_fra_por_spa-mul 0.2B 88 1
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_nld 0.2B 54 2
Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa 0.2B 54 2
Helsinki-NLP/opus-mt-tc-bible-big-alv-deu_eng_fra_por_spa 0.2B 47 0
vonjack/opus-mt-mul-en-big 0.3B 39 4

View on HuggingFace: tem: 5

LLM Models (0)

No LLM models found.

Wolof

wol / wo
GambiaMauritaniaSenegal
Also: Ouolof, Volof, Walaf, Waro-Waro (+1)
Family: Niger–Congo
Speakers: 8.2 million
10 Actors working on this language
ASR Models (31) βœ…
ModelSizeDownloadsLikes
MahmoudAshraf/mms-300m-1130-forced-aligner 0.3B 4.0M 83
facebook/mms-1b-all 1.0B 2.0M 195
facebook/seamless-m4t-v2-large 2B 66.9K 968
facebook/mms-1b-fl102 1.0B 8.7K 29
CAYTU/whosper-large β€” 380 3

View on HuggingFace: wo: 30 | wol: 1

TTS Models (31)
ModelSizeDownloadsLikes
k2-fsa/OmniVoice β€” 606.0K 577
drbaph/OmniVoice-bf16 β€” 4.7K 13
WueNLP/seamless-m4t-v2-large-speech-encoder β€” 1.7K 9
splendor1811/omnivoice-vietnamese 0.6B 672 2
gluschenko/omnivoice-onnx β€” 397 4

View on HuggingFace: wo: 30 | wol: 1

MT Models (38) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
Helsinki-NLP/opus-mt-mul-en β€” 61.6K 89

View on HuggingFace: wo: 30 | wol: 8

LLM Models (36) βœ…
ModelSizeDownloadsLikes
bigscience/bloomz-560m 0.6B 1.0M 137
bigscience/bloom-560m 0.6B 164.0K 371
bigscience/bloom-1b7 2B 49.4K 122
CohereLabs/tiny-aya-global 3B 39.9K 148
bigscience/bloom-3b 3B 14.1K 94

View on HuggingFace: wo: 30 | wol: 6

Yoruba

yor / yo
BeninNigeriaTogo
Also: Yariba, Yooba, Yorouba, YorΓΉbΓ‘ (+1)
Family: Niger–Congo
Speakers: 48 million
Common Voice: 8.1 hours, 4852 clips
14 Actors working on this language
ASR Models (31) βœ…
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 β€” 1.9M 547
openai/whisper-base β€” 1.7M 264

View on HuggingFace: yo: 30 | yor: 1

TTS Models (31) βœ…
ModelSizeDownloadsLikes
k2-fsa/OmniVoice β€” 606.0K 577
fishaudio/s2-pro 5B 52.1K 842
drbaph/OmniVoice-bf16 β€” 4.7K 13
drbaph/s2-pro-fp8 β€” 2.2K 18
WueNLP/seamless-m4t-v2-large-speech-encoder β€” 1.7K 9

View on HuggingFace: yo: 30 | yor: 1

MT Models (36) βœ…
ModelSizeDownloadsLikes
facebook/nllb-200-distilled-600M β€” 1.1M 880
google/madlad400-3b-mt 3B 329.0K 192
facebook/nllb-200-distilled-1.3B β€” 147.0K 181
facebook/nllb-200-3.3B β€” 81.6K 443
Helsinki-NLP/opus-mt-mul-en β€” 61.6K 89

View on HuggingFace: yo: 30 | yor: 6

LLM Models (41) βœ…
ModelSizeDownloadsLikes
bigscience/bloomz-560m 0.6B 1.0M 137
bigscience/bloom-560m 0.6B 164.0K 371
bigscience/bloom-1b7 2B 49.4K 122
CohereLabs/tiny-aya-global 3B 39.9K 148
bigscience/bloom-3b 3B 14.1K 94

View on HuggingFace: yo: 30 | yor: 11

All WCA Languages

1672 languages | β˜… 15 priority Β· β˜† 19 extended
β˜… Language ISO Countries Population Status
Abanyom abm Nigeria 13000 safe
Abidji abi Cote d'Ivoire β€” safe
Abon abo Cameroon, Nigeria β€” vulnerable
Abron abr Cote d'Ivoire, Ghana 1393000 safe
Abua abn Nigeria 25000 safe
Abure abu Cote d'Ivoire 93000 safe
Abureni mgj Nigeria β€” safe
AbΓ© aba Cote d'Ivoire 170000 safe
Adamawa Fulfulde fub Cameroon, Chad, Nigeria β€” safe
Adara kad Nigeria 300000 safe
Adele ade Ghana, Togo 37000 safe
Adja ajg Benin, Togo 1250000 safe
Adjoukrou adj Cote d'Ivoire 100000 safe
Aduge adu Nigeria 92000 vulnerable
Afade aal Cameroon, Nigeria β€” vulnerable
Afenmai ets Nigeria 270000 safe
Afrihili afh Ghana β€” β€”
Agatu agc Nigeria 70000 safe
Aghem agq Cameroon 39000 safe
Agoi ibm Nigeria 12000 safe
Agotime adq Ghana β€” vulnerable
Aguna aug Benin, Togo β€” definite⚠️
Ahan ahn Nigeria 300 definite⚠️
Ahanta aha Ghana 140000 safe
Ahwai nfd Nigeria 15000 safe
Aiki rou Chad β€” safe
Air Tamajeq thz Niger 250000 vulnerable
Aizi ahi Cote d'Ivoire 9000 safe
Aizi, Aproumu ahp Cote d'Ivoire 6500 vulnerable
Aizi, Mobumrin ahm Cote d'Ivoire 2000 vulnerable
Aja aja Central African Republic, South Sudan 200 definite⚠️
Ajawa ajw Nigeria β€” extinct
Ajuwa unc Nigeria β€” β€”
Aka axk Central African Republic, Republic of Congo β€” vulnerable
β˜† Akan aka Benin, Ghana 11000000 safe
Akaselem aks Togo 390000 safe
Ake aik Nigeria 3000 vulnerable
Akoose bss Cameroon 150000 safe
Akpet akd Nigeria 11000 safe
Akpondu unc Nigeria β€” β€”
Akuapem unc Ghana β€” β€”
Akuku ayk Nigeria β€” safe
Akum aku Cameroon, Nigeria β€” definite⚠️
Alada gun Benin 15000 vulnerable
Alada unc Nigeria β€” β€”
Alago ala Nigeria 350000 vulnerable
Alege alf Nigeria 16000 safe
Algerian Saharan Arabic aao Algeria, Libya, Mali, Mauritania, Morocco, Niger +1 310000 safe
Ali aiy Central African Republic β€” safe
Alladian ald Cote d'Ivoire 23000 safe
Alumu aab Nigeria β€” safe
Alur alz Democratic Republic of Congo, Uganda 1700000 safe
Amasi unc Cameroon β€” β€”
Amba rwm Democratic Republic of Congo, Uganda β€” vulnerable
Ambele ael Cameroon 5000 vulnerable
Ambo amb Nigeria 1000 vulnerable
Amdang amj Chad 41000 definite⚠️
Ampari Dogon aqd Mali 5200 definite⚠️
Ana Dogon dti Mali 500 vulnerable
Anaang anw Nigeria 1000000 vulnerable
Anii blo Benin, Ghana, Togo 46000 vulnerable
Animere anf Ghana 30 severe⚠️
Annobonese Creole fab Equatorial Guinea β€” safe
Anufo cko Benin, Ghana, Togo 150000 safe
Anyin any Cote d'Ivoire, Ghana 1500000 safe
Anyin Morofo mtb Cote d'Ivoire 300000 safe
Arabic ara Algeria, Djibouti, Egypt, Eritrea, Libya, Mali +3 346277000 β€”
Arigidi aqg Nigeria β€” safe
Asoa asv Democratic Republic of Congo 26000 safe
Asu aum Nigeria 4200 safe
Atong ato Cameroon 4200 vulnerable
Atsam cch Nigeria 45000 safe
AttiΓ© ati Cote d'Ivoire 380000 safe
Aushi auh Democratic Republic of Congo, Zambia 100000 safe
Auyokawa auo Nigeria β€” extinct
Avatime avn Ghana 24000 safe
Avikam avi Cote d'Ivoire 21000 safe
Avokaya avu Democratic Republic of Congo, South Sudan 40000 safe
Awing azo Cameroon 19000 safe
Awutu afu Ghana 180000 definite⚠️
Ayere aye Nigeria 3000 vulnerable
Ayizo Gbe ayb Benin 230000 safe
Ayu ayu Nigeria 800 severe⚠️
Baali bcp Democratic Republic of Congo β€” safe
Baan bvj Nigeria β€” definite⚠️
Baangi bqx Nigeria 28000 safe
Baba bbw Cameroon 25000 safe
Babalia Creole Arabic bbz Chad β€” β€”
Babanki bbk Cameroon 39000 safe
Baca baf Cameroon β€” definite⚠️
Bacama bcy Nigeria 150000 safe
Bade bde Nigeria 250000 safe
Badyara pbp Guinea, Guinea-Bissau β€” vulnerable
Bafaw-Balong bwt Cameroon β€” safe
Bafia ksf Cameroon 89000 safe
Baga Kaloum bqf Guinea β€” extinct
Baga Koga bgo Guinea 40000 definite⚠️
Baga Manduri bmd Guinea 40000 definite⚠️
Baga Sitemu bsp Guinea 13000 definite⚠️
Baga SobanΓ© bsv Guinea β€” extinct
Bagirmi bmi Chad 45000 safe
Bagirmi Fulfulde fui Chad β€” safe
Bago-Kusuntu bqg Togo 9900 definite⚠️
Bainouk-Gunyaamolo bcz Senegal β€” definite⚠️
Bainouk-GunyuΓ±o bab Guinea-Bissau, Senegal 40000 vulnerable
Bainouk-Samik bcb Senegal β€” definite⚠️
Bajue unc Cameroon 40000 safe
Baka bkc Cameroon, Gabon 70000 vulnerable
Bakaka bqz Cameroon 180000 vulnerable
Bakole kme Cameroon 25000 definite⚠️
Bakpinka bbs Nigeria 4000 definite⚠️
BakwΓ© bjw Cote d'Ivoire 10000 safe
Bala loq Democratic Republic of Congo 60000 safe
Balanta-Ganja bjt Senegal 96000 safe
Balanta-Kentohe ble Guinea-Bissau 450000 safe
Baldemu bdn Cameroon 4 critical⚠️
Bali bcn Nigeria 2000 definite⚠️
Balo bqo Cameroon 2200 vulnerable
Baloi biz Democratic Republic of Congo β€” safe
Bamali bbq Cameroon 11000 safe
Bambalang bmo Cameroon 29000 safe
β˜… Bambara bam Burkina Faso, Cote d'Ivoire, Gambia, Ghana, Guinea, Mali +3 10000000 safe
Bambuka bka Nigeria 10000 safe
Bamukumbit bqt Cameroon 12000 safe
Bamum bax Cameroon, Nigeria 330000 safe
Bamwe bmg Democratic Republic of Congo β€” safe
Bana bcw Cameroon 23000 vulnerable
Banda bad Central African Republic, Democratic Republic of Congo β€” β€”
Banda, Mid-Southern bjo Central African Republic 100000 safe
Banda, Togbo-Vara tor Democratic Republic of Congo β€” safe
Banda-Bambari liy Central African Republic 180000 safe
Banda-Banda bpd Central African Republic 100000 safe
Banda-Mbrès bqk Central African Republic — safe
Banda-NdΓ©lΓ© bfl Central African Republic β€” safe
Bandial bqj Senegal 13000 definite⚠️
Bangala bxg Democratic Republic of Congo 3500000 safe
Bangandu bgf Cameroon, Central African Republic β€” definite⚠️
Bangba bbe Democratic Republic of Congo β€” safe
Bangi bni Democratic Republic of Congo 120000 safe
Bangime dba Mali 3500 definite⚠️
Bango bbm Democratic Republic of Congo 2600 vulnerable
Bangolan bgj Cameroon 14000 safe
Bangubangu bnx Democratic Republic of Congo 170000 safe
Bangwinji bsj Nigeria β€” safe
Banka bxw Mali 6000 definite⚠️
Bankan Tey Dogon dbw Mali 1300 definite⚠️
Bankon abb Cameroon 12000 vulnerable
BaoulΓ© bci Cote d'Ivoire 5300000 safe
Bapeng unc Senegal β€” β€”
Barama bbg Gabon 1000 vulnerable
Barambu brm Democratic Republic of Congo 26000 vulnerable
Barclayville Grebo gry Liberia 390000 safe
Barein bva Chad β€” definite⚠️
Bariba bba Benin, Niger, Nigeria 1100000 safe
Barikanchi pidgin bxo Nigeria β€” extinct
Barkul mae Nigeria 2000 definite⚠️
Basa bzw Nigeria 100000 safe
Basa-Gumna bsl Nigeria β€” extinct
Basaa bas Cameroon 330000 safe
Bassa bsq Liberia 650000 safe
Bassa-Kontagora bsr Nigeria β€” critical⚠️
Bassari bsc Guinea, Senegal 23000 vulnerable
Bassossi bsi Cameroon 180000 safe
Bata bta Cameroon, Nigeria 150000 safe
Batha unc Nigeria β€” β€”
Bati btc Cameroon 800 definite⚠️
Batu btu Cameroon, Nigeria β€” safe
Bauchi bsf Nigeria β€” safe
Bayot bda Guinea-Bissau, Senegal 19000 vulnerable
BaΓ―nouk Gubëëher unc Senegal β€” β€”
Beba bfp Cameroon 3000 vulnerable
Bebe bzv Cameroon β€” safe
Bebele beb Cameroon β€” vulnerable
Bebil bxp Cameroon 6000 safe
Bedik tnr Senegal 3300 definite⚠️
Bedjond bjv Chad 140000 safe
Beeke bkf Democratic Republic of Congo 1000 definite⚠️
Beezen bnz Cameroon 450 definite⚠️
Begbere-Ejar bqv Nigeria 110000 vulnerable
Bekwarra bkv Nigeria 100000 safe
BelnΙ™ng glb Nigeria 500 β€”
Belueli unc Democratic Republic of Congo β€” β€”
Bemba bem Botswana, Democratic Republic of Congo, Tanzania, Zambia 4100000 safe
Bembe bmb Democratic Republic of Congo 250000 definite⚠️
Ben Tey Dogon dbt Mali 3000 definite⚠️
Bena (Adamawa) yun Nigeria 95000 safe
Bendi bct Democratic Republic of Congo 32000 safe
Beng nhb Cote d'Ivoire β€” safe
Benga bng Equatorial Guinea, Gabon 5400 severe⚠️
Berakou bxv Chad β€” critical⚠️
Berba beh Benin 100000 safe
Berom bom Nigeria 1000000 safe
Besme bes Chad 1200 definite⚠️
Bete byf Nigeria 50 severe⚠️
Bete-Bendi btt Nigeria 100000 safe
Beti (Cameroon) btb Cameroon β€” β€”
Bhele bhy Democratic Republic of Congo β€” vulnerable
Biafada bif Guinea-Bissau 45000 vulnerable
Bidiyo bid Chad β€” safe
Bijago bjg Guinea-Bissau β€” safe
Bijim jbm Nigeria 20000 β€”
Bikya byb Cameroon β€” critical⚠️
Bila bip Democratic Republic of Congo β€” safe
Bile bil Nigeria 38000 definite⚠️
Bilma Kanuri bms Niger β€” safe
Bimoba bim Ghana 440000 vulnerable
Bina byj Nigeria 7000 definite⚠️
Binji bpj Democratic Republic of Congo 170000 safe
Bira brf Democratic Republic of Congo 120000 vulnerable
Birgit btf Chad β€” safe
Birri bvq Central African Republic β€” definite⚠️
Biseni ije Nigeria 4800 definite⚠️
Bishuo bwh Cameroon β€” critical⚠️
Bissa bib Burkina Faso, Ghana, Togo 590000 safe
Bitare brt Cameroon, Nigeria β€” safe
Biyanda-Buli gso Central African Republic 200000 safe
Bobo bwq Burkina Faso 220000 safe
Bodo boy Central African Republic 15 severe⚠️
Bofi bff Central African Republic 24000 safe
Boga bvw Nigeria 10000 safe
Boghom bux Nigeria 50000 safe
Boko bkp Democratic Republic of Congo β€” safe
Boko bqc Benin, Nigeria 150000 safe
Bokobaru bus Nigeria 110000 safe
Bokoto bdt Central African Republic 130000 safe
Bokyi bky Nigeria 140000 safe
Bole bol Nigeria 100000 safe
Bolgo bvo Chad 1800 safe
Bolia bli Democratic Republic of Congo 100000 safe
Bolon bof Burkina Faso β€” safe
Bom bmf Sierra Leone 15 critical⚠️
Boma boh Democratic Republic of Congo β€” safe
Bomboli bml Democratic Republic of Congo 8000 definite⚠️
Bomboma bws Democratic Republic of Congo β€” safe
Bomu bmq Burkina Faso, Mali 150000 safe
Bomwali bmw Cameroon, Republic of Congo β€” safe
Bon Gula glc Chad 1200 definite⚠️
Bondum Dogon dbu Mali β€” vulnerable
Bonkeng bvg Cameroon 3000 vulnerable
Boor bvf Chad 100 severe⚠️
Borgu Fulfulde fue Benin 600000 safe
Boro (Ghana) xxb Ghana β€” extinct
Bowili bov Ghana 11000 vulnerable
Bozaba bzo Democratic Republic of Congo 8000 safe
Boze unc Nigeria β€” β€”
Bozo bze Mali 170000 safe
Bozo, Kelengaxo bzx Mali 230000 safe
Bozo, Tiemacèwè boo Mali 230000 safe
Bozo, Tieyaxo boz Mali 230000 safe
Bozom gbq Central African Republic β€” safe
Bu jid Nigeria β€” definite⚠️
Bua bub Chad 7700 safe
Buamu box Burkina Faso 190000 safe
Bube bvb Equatorial Guinea 66000 severe⚠️
Bubia bbx Cameroon, Gabon 51000 severe⚠️
Budu buu Democratic Republic of Congo 180000 safe
Budu Dogon dgb Mali 1000 definite⚠️
Budya unc Democratic Republic of Congo β€” β€”
Budza bja Democratic Republic of Congo 230000 safe
Bukwen buz Nigeria β€” vulnerable
Buli bwu Ghana 150000 safe
Bullom So buy Sierra Leone β€” severe⚠️
Bulu bum Cameroon 1300000 safe
Bum bmv Cameroon 21000 safe
Bumaji byp Nigeria 11000 safe
Bung bqd Cameroon β€” extinct
Bunu unc Nigeria β€” β€”
Bura bwr Nigeria 250000 vulnerable
Burak bys Nigeria 4000 safe
Buraka bkg Central African Republic β€” vulnerable
Bure bvh Nigeria 20 critical⚠️
Buru–Angwe bqw Nigeria 1000 vulnerable
Busa (Mande) bqp Benin, Nigeria 110000 safe
Busam bxs Cameroon 3400 vulnerable
Bushong buf Democratic Republic of Congo 160000 safe
Buso bso Chad 17000 severe⚠️
Busuu bju Cameroon β€” critical⚠️
Buu unc Cameroon β€” β€”
Buu zbu Nigeria 8000 β€”
Buwal bhs Cameroon 10000 safe
Buyu byi Democratic Republic of Congo 10000 safe
Bwa bww Democratic Republic of Congo 200000 safe
Bwela bwl Democratic Republic of Congo 8400 safe
Bwile bwc Democratic Republic of Congo, Nambia, Zambia β€” vulnerable
Bwisi bwz Gabon, Republic of Congo β€” definite⚠️
Byep mkk Cameroon 9500 safe
BΓ©tΓ© of Daloa bev Cote d'Ivoire 130000 safe
BΓ©tΓ© of Guiberoua bet Cote d'Ivoire 400000 safe
BΓ©tΓ©, Gagnoa btg Cote d'Ivoire 150000 safe
Caka ckx Cameroon β€” vulnerable
Cakfem-Mushere cky Nigeria 5000 safe
Cameroonian Creole wes Cameroon 2000000 safe
Cangin unc Senegal 200000 β€”
Cara cfd Nigeria 3000 definite⚠️
Casamance Creole cpp Senegal β€” β€”
Ce ruk Nigeria 100000 safe
Central Grebo grv Liberia 390000 safe
Central Kanuri knc Cameroon, Chad, Niger, Nigeria 3200000 safe
Central Yambasa ekm Cameroon 17000 safe
Central-Eastern Niger Fulfulde fuq Niger 1600000 safe
Cerma cme Burkina Faso 63000 safe
β˜† Chadian Arabic shu Cameroon, Central African Republic, Chad, Niger, Nigeria, Sudan 2300000 safe
Chakali cli Ghana 3500 definite⚠️
Chakato jrt Nigeria 500 safe
Chala cll Ghana 3000 definite⚠️
Chamba Leko ndi Cameroon, Nigeria β€” safe
Cherepon cpn Ghana 110000 safe
Chokwe cjk Angola, Democratic Republic of Congo, Zambia 2500000 safe
Chumburung ncu Ghana 69000 safe
Chung cnq Cameroon 1400 β€”
Ci Gbe cib Benin 1900000 safe
Cibak ckl Nigeria 200000 safe
Cinda-Regi cdr Nigeria 45000 safe
Cineni cie Nigeria 3000 vulnerable
Cipu awc Nigeria 20000 vulnerable
Cishingini asg Nigeria 200000 safe
Ciwogai tgd Nigeria 2000 vulnerable
Como Karim cfg Nigeria 11000 safe
β˜† Congo Swahili swc Democratic Republic of Congo 9100000 safe
Cuvok cuv Cameroon 14000 safe
Cwi Bwamu bwy Burkina Faso 24000 safe
Daba dbq Cameroon, Nigeria β€” vulnerable
Dadiya dbd Nigeria 70000 safe
Dagaare Dioula dgd Burkina Faso 1100000 safe
Dagba dgk Central African Republic β€” safe
β˜… Dagbani dag Ghana 6160000 safe
Daho-Doo das Cote d'Ivoire β€” definite⚠️
Daju Mongo djc Chad β€” safe
Daju, Dar Sila dau Chad β€” safe
Daka ccg Nigeria 110000 safe
Dama dmm Cameroon 300 critical⚠️
Dama unc Sierra Leone β€” β€”
Damakawa dam Nigeria β€” critical⚠️
Damlanci unc Nigeria β€” β€”
Dan dnj Cote d'Ivoire, Guinea, Liberia 1600000 safe
DangalΓ©at daa Chad 60000 vulnerable
Dangana unc Nigeria β€” β€”
Dangme ada Ghana 1020000 safe
Dass dot Nigeria β€” definite⚠️
Day dai Chad β€” safe
Daza dzg Chad, Niger, Libya, Sudan 380000 safe
Dazawa dzd Nigeria β€” β€”
Defaka afn Nigeria 200 severe⚠️
Defi Gbe gbh Benin 1900000 safe
Deg mzw Ghana 28000 vulnerable
Degema deg Nigeria 10000 safe
Dek dek Cameroon 250000 vulnerable
Delo ntr Ghana, Togo 18000 safe
Dendi ddn Benin 260000 safe
Dendi deq Central African Republic β€” safe
Dengese dez Democratic Republic of Congo 8600 safe
Deno dbb Nigeria 6000 safe
Denya anv Cameroon 11000 vulnerable
Dewoin dee Liberia 17000 definite⚠️
Dghwede dgh Nigeria β€” safe
Dibo dio Nigeria 100000 safe
Dii dur Cameroon 60000 safe
Dikaka cfa Nigeria 25000 safe
Ding diz Democratic Republic of Congo 160000 safe
Diri dwa Nigeria 7200 safe
Dirim dir Nigeria 120000 vulnerable
Disa dsi Chad 2400 vulnerable
Djimini dyi Cote d'Ivoire 96000 safe
Doba mge Chad 140000 safe
Doghose dos Burkina Faso β€” safe
Dogoso dgs Burkina Faso β€” safe
Dogul Dogon dbg Mali 16000 vulnerable
Doka dbi Nigeria 11000 vulnerable
Dompo doy Ghana 65 severe⚠️
Dong doh Nigeria 5000 definite⚠️
Dongo doo Democratic Republic of Congo 13000 safe
Donno So Dogon dds Mali 160000 safe
Doyayo dow Cameroon 18000 safe
Duala dua Cameroon 130000 safe
Dugun ndu Cameroon β€” safe
Duguri dbm Nigeria β€” definite⚠️
Duhwa kbz Nigeria 3000 vulnerable
Dulbu dbo Nigeria 54 severe⚠️
Duleri Dogon tde Mali 4200 definite⚠️
Duli duz Cameroon, Nigeria β€” extinct
Duma dma Gabon 9800 safe
Dungu dbv Nigeria 1100 definite⚠️
Duun dux Mali 70000 safe
Duupa dae Cameroon 60000 safe
Duwai dbp Nigeria 11000 safe
Dwang nnu Ghana 8200 definite⚠️
Dyan dya Burkina Faso β€” safe
β˜… Dyula dyu Burkina Faso, Cote d'Ivoire, Gambia, Guinea, Mali, Senegal 2500000 safe
Dzando dzn Democratic Republic of Congo β€” definite⚠️
Dzodinka add Cameroon β€” safe
DzΓΉΓΉngoo dnn Burkina Faso 13000 safe
East Limba lma Guinea β€” vulnerable
East Teke tek Democratic Republic of Congo 200000 safe
Eastern Acipa acp Nigeria β€” safe
Eastern Karaboro xrb Burkina Faso 65000 safe
Ebira igb Nigeria 2200000 safe
Ebughu ebg Nigeria 5000 definite⚠️
Echie unc Nigeria 250000 β€”
Ede Cabe cbj Benin β€” safe
Ede Ica ica Benin 800000 safe
Ede Idaca idd Benin 100000 safe
Ede Ije ijj Benin, Togo 800000 safe
Edo bin Nigeria 2500000 safe
Efai efa Nigeria β€” safe
Efe efe Democratic Republic of Congo 70000 safe
Effutu unc Ghana β€” β€”
Efik efi Nigeria 3000000 safe
Ega ega Cote d'Ivoire 2500 severe⚠️
Eggon ego Nigeria 140000 safe
Ehueun ehu Nigeria 14000 safe
Ekajuk eka Nigeria 63000 safe
Eket eke Nigeria 200000 vulnerable
Eki eki Nigeria 5000 safe
Ekpeye ekp Nigeria 30000 safe
Eleme elm Nigeria 58000 safe
Eloyi afo Nigeria 100000 safe
Emai unc Nigeria β€” β€”
Emai-Iuleha-Ora ema Nigeria 100000 safe
Eman emn Cameroon β€” definite⚠️
Engenni enn Nigeria 20000 safe
Enuani dialect - uncoded unc Nigeria β€” β€”
Enwan env Nigeria 14000 safe
Enwang-Uda enw Nigeria 25000 vulnerable
Enya gey Democratic Republic of Congo 15000 safe
Eotile eot Cote d'Ivoire 200 definite⚠️
Epie epi Nigeria 140000 safe
Equatorial Guinean Pidgin fpe Equatorial Guinea β€” safe
Eruwa erh Nigeria 850 vulnerable
Esan ish Nigeria 300000 safe
β˜… Escarpment Dogon dts Mali 160000 safe
Esimbi ags Cameroon 35000 safe
Esuma esm Cote d'Ivoire β€” extinct
Etebi etb Nigeria 400000 vulnerable
Eten etx Nigeria 40000 safe
Etkywan ich Nigeria 50000 safe
Eton eto Cameroon 250000 safe
Etulo utr Nigeria 10000 safe
Evant bzz Cameroon, Nigeria β€” vulnerable
Eviya gev Gabon 50 severe⚠️
β˜… Ewe ewe Benin, Ghana, Togo 3820000 safe
Ewondo ewo Cameroon 860000 safe
Ewondo Populaire unc Cameroon β€” β€”
Ezaa eza Nigeria 590000 safe
Fali of Baissa fah Nigeria β€” critical⚠️
Fali of Mubi fli Nigeria β€” safe
Fam fam Nigeria 1000 definite⚠️
Fang fak Cameroon β€” definite⚠️
β˜† Fang fan Cameroon, Equatorial Guinea, Gabon, Republic of Congo, SΓ£o TomΓ© e PrΓ­ncipe 1000000 safe
Fania fni Chad 1100 definite⚠️
Fanji bfj Cameroon 17000 safe
Fante fat Ghana 1900000 β€”
Farefare gur Ghana 1000000 safe
FaΚΌ lfa Cameroon β€” safe
Fer kah Central African Republic β€” definite⚠️
FeΚΌfeΚΌ fmp Cameroon 140000 safe
Firan fir Nigeria 5000 vulnerable
Foma fom Democratic Republic of Congo 160000 safe
β˜† Fon fon Benin, Togo 2300000 safe
Fongoro fgr Chad β€” critical⚠️
Foodo fod Benin β€” safe
β˜… Fula ful Benin, Burkina Faso, Cameroon, Central African Republic, Cote d'Ivoire, Democratic Republic of Congo +11 37000000 β€”
Fuliiru flr Democratic Republic of Congo 400000 safe
Fum fum Nigeria 25000 safe
Fungwa ula Nigeria 1000 vulnerable
Fur fvr Chad, Sudan 1200000 safe
Furu fuu Democratic Republic of Congo β€” safe
Fut bfd Cameroon 160000 safe
Futop ofu Nigeria 10000 safe
Fyer fie Nigeria 26000 safe
β˜† Ga gaa Ghana 820000 safe
Ga'anda gqa Nigeria 43000 safe
Gaa ttb Nigeria 10000 definite⚠️
Gabri gab Chad β€” safe
Gadang gdk Chad 2500 definite⚠️
Gade ged Nigeria 72000 safe
Galambu glo Nigeria 25000 safe
Gamo-Ningi bte Nigeria β€” extinct
Ganang gne Nigeria β€” vulnerable
Ganzi gnz Central African Republic β€” definite⚠️
Gawar gou Cameroon 15000 safe
Gbagyi gbr Nigeria 700000 safe
Gban ggu Cote d'Ivoire β€” safe
Gbandi bza Liberia 100000 safe
Gbanu gbv Cameroon, Central African Republic β€” safe
Gbanziri gbg Central African Republic, Democratic Republic of Congo β€” vulnerable
Gbari gby Nigeria 350000 safe
Gbaya (Central African Republic) gba Central African Republic 860000 β€”
Gbayi gyg Central African Republic 250000 definite⚠️
Gbesi Gbe gbs Benin β€” safe
Gbetsu unc Nigeria β€” β€”
Gbeya gbp Central African Republic 250000 safe
Gbii ggb Liberia 12000 definite⚠️
Gbin xgb Cote d'Ivoire β€” extinct
Gbiri-Niragu grh Nigeria 25000 safe
Gbo agb Nigeria 60000 safe
Gboloo Grebo gec Liberia 390000 safe
Geme geq Central African Republic β€” definite⚠️
Gen gej Benin, Ghana, Togo 330000 safe
Gendza lgz Democratic Republic of Congo 43000 safe
Gengele Creole unc Democratic Republic of Congo β€” β€”
Gengle geg Nigeria 5000 safe
Gera gew Nigeria 200000 vulnerable
Geruma gea Nigeria 9000 definite⚠️
Ghanaian Pidgin English gpe Ghana 5000000 safe
GhomalaΚΌ bbj Cameroon 390000 safe
Ghotuo aaa Nigeria 9000 safe
Gibanawa gib Nigeria β€” extinct
Gidar gid Cameroon, Chad β€” safe
Giiwo kks Nigeria 14000 safe
Gilima gix Democratic Republic of Congo β€” safe
Gimme kmp Cameroon β€” vulnerable
Gimnime gmn Cameroon β€” vulnerable
Ginyanga ayg Togo 17000 safe
Glaro-Twabo glr Liberia β€” vulnerable
Glavda glw Cameroon, Nigeria 30800 safe
Glio-Ubi oub Liberia β€” vulnerable
Gobu gox Democratic Republic of Congo β€” safe
GodiΓ© god Cote d'Ivoire β€” safe
Goemai ank Nigeria 130000 vulnerable
Goji kuh Nigeria 11000 safe
Gokana gkn Nigeria 100000 safe
Gola gol Liberia, Sierra Leone 110000 safe
Gonja gjn Ghana 300000 safe
Goo goo Cote d'Ivoire 690 safe
Gor gqr Chad 87000 safe
Goundo goy Chad 30 critical⚠️
β˜… GourmanchΓ© gux Benin, Burkina Faso, Niger, Togo 900000 safe
Grebo grb Liberia 390000 β€”
Gua gwx Ghana β€” safe
Gude gde Cameroon, Nigeria 90000 safe
Gudu gdu Nigeria β€” safe
Guduf-Gava gdf Nigeria 56000 safe
Guinea Kpelle gkp Guinea 460000 safe
β˜† Guinea-Bissau Creole pov Gambia, Guinea-Bissau, Senegal 350000 safe
Gula glu Chad β€” safe
Gula Iro glj Chad 3500 safe
Gulay gvl Chad 160000 safe
Gun guw Benin, Nigeria 650000 safe
Gundi gdi Central African Republic β€” definite⚠️
Gunu yas Cameroon 35000 safe
Guosa qgs Nigeria β€” β€”
Gupa-Abawa gpa Nigeria 31000 safe
Gure wob Cote d'Ivoire 160000 safe
Gurmana gvm Nigeria 3000 definite⚠️
Guro goa Cote d'Ivoire 500000 safe
Guru bqu Democratic Republic of Congo β€” definite⚠️
Guruntum grd Nigeria 15000 vulnerable
Gusilay gsl Senegal 15000 vulnerable
Gusu unc Nigeria β€” β€”
Guta nar Nigeria 10000 safe
GuΓ©bie gie Cote d'Ivoire 200000 vulnerable
GuΓ©rΓ© gxx Cote d'Ivoire 320000 safe
Gvoko ngs Cameroon, Nigeria β€” safe
Gwa gwb Nigeria 980 vulnerable
Gwak jgk Nigeria β€” β€”
Gwamhi-Wuri bga Nigeria 16000 vulnerable
Gwandara gwn Nigeria 27000 safe
Gwara unc Nigeria β€” β€”
Gwune yay Nigeria β€” safe
Gyaazi gyz Nigeria 8000 β€”
Gyele-Kola gyi Cameroon, Equatorial Guinea β€” definite⚠️
Gyem gye Nigeria 2000 definite⚠️
Gyong kdm Nigeria 25000 safe
Hamba hba Democratic Republic of Congo 760000 safe
Hanga hag Ghana 6800 definite⚠️
Hasha ybj Nigeria 3000 definite⚠️
Hassaniya Arabic mey Algeria, Libya, Mali, Mauritania, Morocco, Niger +2 3000000 safe
β˜… Hausa hau Benin, Burkina Faso, Cameroon, Ghana, Niger, Nigeria +2 50000000 safe
Havu hav Democratic Republic of Congo 510000 safe
Hdi xed Cameroon 29000 safe
Hema nix Democratic Republic of Congo 120000 safe
Hemba hem Democratic Republic of Congo 1200000 safe
Hendo soe Democratic Republic of Congo 50000 safe
HerdΓ© hed Chad β€” safe
Hijuk hij Cameroon 15 definite⚠️
Hina hna Cameroon 11000 safe
Holma hod Nigeria β€” extinct
Holoholo hoo Democratic Republic of Congo, Tanzania β€” vulnerable
Horo hor Chad β€” extinct
Horom hoe Nigeria 1500 vulnerable
Huba hbb Nigeria 310000 safe
Humburi Senni hmb Burkina Faso, Mali 68000 safe
Humono bcs Nigeria 30000 safe
Hun-Saare uss Nigeria 73000 safe
Hunde hke Democratic Republic of Congo 200000 safe
Hungana hum Democratic Republic of Congo β€” vulnerable
Hungworo nat Nigeria β€” definite⚠️
Hwana hwo Nigeria 32000 safe
Hya hya Cameroon, Nigeria β€” severe⚠️
Hyam jab Nigeria 300000 safe
HΓ΅ne juh Nigeria β€” severe⚠️
Ibaas cen Nigeria 500000 safe
Ibani iby Nigeria 570000 vulnerable
Ibhili unc Gabon β€” β€”
Ibibio ibb Nigeria 6250000 safe
Ibino ibn Nigeria 10000 definite⚠️
Ibuoro ibr Nigeria 20000 definite⚠️
Iceve-Maci bec Cameroon, Nigeria β€” safe
Idere ide Nigeria 5000 safe
Idesa ids Nigeria 25000 safe
Idoma idu Nigeria 600000 safe
Idon idc Nigeria 5000 definite⚠️
Idun ldb Nigeria 78000 vulnerable
Ifè ife Benin, Togo 240000 safe
Igala igl Nigeria 1600000 safe
β˜† Igbo ibo Equatorial Guinea, Nigeria 27000000 safe
Igede ige Nigeria 250000 safe
Igo ahl Togo β€” definite⚠️
Igwe igw Nigeria 48000 safe
Ihievbe ihi Nigeria 100000 safe
Ika ikk Nigeria 23000 safe
Iko iki Nigeria 5000 safe
Ikom iko Nigeria β€” vulnerable
Ikpeshi ikp Nigeria 5300 safe
Iku ikv Nigeria 13000 safe
Ikwerre ikw Nigeria 200000 safe
Ikwo iqw Nigeria 260000 safe
Ilue ilv Nigeria 5000 definite⚠️
Ipulo ass Cameroon β€” safe
Isoko iso Nigeria 420000 safe
Isu isu Cameroon 15000 vulnerable
Ito itw Nigeria 20000 safe
Itsekiri its Nigeria 1000000 safe
Itu Mbon Uzo itm Nigeria 20000 definite⚠️
Iuleha unc Nigeria β€” β€”
Ivbie North-Okpela-Arhe atg Nigeria β€” safe
Iyayu iya Nigeria 25000 safe
Iyive uiv Cameroon, Nigeria β€” definite⚠️
Izere izr Nigeria 100000 safe
Izii izz Nigeria 540000 safe
Izon ijc Nigeria 1000000 safe
Jabo grj Liberia β€” safe
Jagham etu Cameroon, Nigeria 120000 safe
Jahanka jad Guinea β€” safe
Jalaa cet Nigeria β€” critical⚠️
Jalkunan bxl Burkina Faso 2000 definite⚠️
Jamsai Dogon djm Mali 130000 safe
Jan Awei unc Nigeria β€” β€”
Janji jni Nigeria 1200 definite⚠️
Jara jaf Nigeria 46000 safe
Jarawa jjr Nigeria 250000 β€”
Jaya jyy Chad 2200 definite⚠️
Jen jen Nigeria 20000 vulnerable
Jeri jek Burkina Faso, Cote d'Ivoire 2000 severe⚠️
Jiba juo Nigeria 2000 definite⚠️
Jibu jib Nigeria β€” safe
Jibyal unc Nigeria β€” β€”
Jijili uji Nigeria 8500 safe
Jilbe jie Nigeria β€” definite⚠️
Jili mji Nigeria 370000 safe
Jimi jim Cameroon β€” definite⚠️
Jimi jmi Nigeria 1000 severe⚠️
Jina jia Cameroon 1500 vulnerable
Jiru jrr Nigeria 3400 safe
Jju kaj Nigeria 450000 safe
Joba job Democratic Republic of Congo 400000 safe
Jola-Felupe eja Guinea-Bissau, Senegal 21000 vulnerable
Jola-Fonyi dyo Senegal 1100000 safe
Jonkor jeu Chad 1500 definite⚠️
Jowulu jow Mali β€” safe
Ju (Chadic) juu Nigeria 900 definite⚠️
Jukun Takum jbu Cameroon, Nigeria 2400 safe
Jur Modo bex Chad, South Sudan 100000 safe
Jwira–Pepesa jwi Ghana 18000 safe
Kaalong dii Cameroon β€” definite⚠️
Kaan ldl Nigeria 10000 safe
Kaansa gna Burkina Faso 6000 safe
Kaba sbz Central African Republic, Chad β€” safe
Kaba Deme kwg Central African Republic, Chad 40000 safe
Kaba Naa, Sara kwv Chad 35000 safe
Kaba So kxj Chad 2200 definite⚠️
Kabalai kvf Chad 18000 vulnerable
Kabba ksp Cameroon, Central African Republic, Chad 100000 safe
Kabiye kbp Benin, Ghana, Togo 1000000 safe
Kabwari kcw Democratic Republic of Congo 8400 safe
Kagare unc Nigeria β€” β€”
Kagoro xkg Mali 15000 vulnerable
Kaiku kkq Democratic Republic of Congo 13000 safe
Kainji unc Nigeria β€” β€”
Kaivi kce Nigeria 2300 definite⚠️
Kajakse ckq Chad 10000 safe
Kakabe kke Guinea β€” vulnerable
Kakanda kka Nigeria β€” safe
Kako kkj Cameroon 150000 safe
Kalabari ijn Nigeria 260000 safe
Kalamsé knz Burkina Faso, Mali 12000 definite⚠️
Kali unc Cameroon β€” β€”
Kamantan kci Nigeria 250000 safe
Kamara jmr Ghana 3000 vulnerable
Kami kmi Nigeria 5000 definite⚠️
Kamkam bgu Cameroon, Nigeria β€” definite⚠️
Kamo kcq Nigeria 20000 safe
Kamwe hig Nigeria 700000 safe
Kanakuru kna Nigeria 20000 safe
Kande kbs Gabon 500 severe⚠️
Kanembu kbl Chad 460000 safe
Kango kty Democratic Republic of Congo β€” safe
Kango kzy Democratic Republic of Congo 40000 vulnerable
Kaning'i kzo Gabon, Republic of Congo 1000 vulnerable
Kantosi xkt Ghana β€” definite⚠️
Kanu khx Democratic Republic of Congo 450000 definite⚠️
Kanufi kni Nigeria 10000 safe
β˜† Kanuri kau Cameroon, Chad, Niger, Nigeria 9600000 β€”
Kanyok kny Democratic Republic of Congo 200000 safe
Kaonde kqn Democratic Republic of Congo, Zambia 240000 safe
Kapya klo Nigeria β€” definite⚠️
Karai-karai kai Nigeria 150000 safe
Karang kzr Cameroon, Chad 1000 vulnerable
Karanga kth Chad β€” definite⚠️
Kare kbn Cameroon, Central African Republic β€” safe
Kari kbj Democratic Republic of Congo β€” definite⚠️
Kariya kil Nigeria 2000 definite⚠️
Karon krx Gambia, Senegal β€” vulnerable
Kasa csk Senegal 45000 vulnerable
Kasabe unc Cameroon β€” β€”
Kasanga ccj Guinea-Bissau β€” critical⚠️
Kasena xsm Burkina Faso, Ghana 250000 safe
Kassonke kao Gambia, Mali, Senegal 200000 safe
Kebu keu Ghana, Togo 70000 safe
Kebwe unc Democratic Republic of Congo β€” β€”
Kela kel Democratic Republic of Congo 180000 safe
Kele keb Gabon 1000 vulnerable
Kele khy Democratic Republic of Congo 160000 safe
Keliko kbo Democratic Republic of Congo, South Sudan 42000 safe
Kemezung dmo Cameroon β€” safe
Kendeje klf Chad 1900 definite⚠️
Kendem kvm Cameroon 1500 definite⚠️
Kenga kyq Chad 40000 safe
Kenyang ken Cameroon 69000 safe
Kera ker Cameroon, Chad 50000 safe
Kerak hhr Senegal β€” safe
Kete kcv Democratic Republic of Congo 8400 safe
Khana ogo Nigeria 200000 safe
Khisa kqm Burkina Faso, Cote d'Ivoire β€” definite⚠️
Kholok ktc Nigeria 2500 vulnerable
Ki bag Cameroon β€” safe
Kibet kie Chad 2000 safe
Kim kia Chad 15000 vulnerable
Kimba kdl Nigeria 100000 safe
KimrΓ© kqp Chad 20000 safe
Kinuku kkd Nigeria 3000 vulnerable
Kinyarwanda kin Democratic Republic of Congo, Rwanda, Tanzania, Uganda 9800000 safe
Kiong kkm Nigeria 100 severe⚠️
Kir-Balar kkr Nigeria 3100 vulnerable
Kirike okr Nigeria 570000 safe
Kirundi run Burundi, Democratic Republic of Congo, Tanzania, Uganda 8800000 safe
Kirya-Konzel fkk Nigeria 5800 safe
Kisankasa kqh Benin 79000 definite⚠️
Kita Maninka mwk Mali 980000 safe
Kituba ktu Democratic Republic of Congo 5400000 safe
Kla-Dan lda Cote d'Ivoire β€” safe
Klao klu Liberia, Sierra Leone 220000 safe
Kobiana kcj Guinea-Bissau, Senegal β€” definite⚠️
Kobo okc Democratic Republic of Congo 50000 β€”
Kodia kwp Cote d'Ivoire 840 vulnerable
Koenoem kcs Nigeria 3000 definite⚠️
Kofa kso Nigeria 300000 vulnerable
Kogo bkh Cameroon 50000 safe
Koke kou Chad 600 definite⚠️
Kol biw Cameroon 12000 safe
Kolbila klc Cameroon, Nigeria 2500 definite⚠️
Kom bkm Cameroon 360000 safe
Koma kmy Cameroon, Nigeria β€” safe
Kombe nui Equatorial Guinea β€” safe
Komo kmw Democratic Republic of Congo 400000 vulnerable
Komta unc Nigeria β€” β€”
KonabΓ©rΓ© bbo Burkina Faso 220000 safe
Kongo kon Angola, Democratic Republic of Congo, Republic of Congo 5600000 β€”
Kongo, San Salvador kwy Democratic Republic of Congo β€” safe
Konjo koo Democratic Republic of Congo, Uganda 610000 safe
Konkomba xon Ghana, Togo 900000 safe
Konni kma Ghana 3800 vulnerable
Kono klk Nigeria 5500 definite⚠️
Kono kno Sierra Leone 210000 safe
Kono knu Guinea β€” safe
Konobo kqo Liberia β€” safe
Konyanka Maninka mku Cote d'Ivoire, Guinea, Liberia, Mali, Senegal, Sierra Leone 4600000 safe
Koro kfo Cote d'Ivoire 63000 vulnerable
Koro Nulu vkn Nigeria 4000 β€”
Koro Wachi ahs Nigeria 150000 safe
Koro Zuba vkz Nigeria β€” β€”
Koromba buj Nigeria β€” vulnerable
KoromfΓ© kfz Burkina Faso 200000 safe
Korop krp Nigeria β€” vulnerable
Korring org Nigeria 700000 safe
Koshin kid Cameroon 3000 definite⚠️
Kota koq Gabon, Republic of Congo β€” vulnerable
Kotafon Gbe kqk Benin 400000 safe
Kouya kyf Cote d'Ivoire 10000 safe
Koyaka kga Cote d'Ivoire 60000 safe
Koyra Chiini khq Mali 330000 safe
β˜… Koyraboro Senni ses Mali 660000 safe
Kpagua kuw Central African Republic 580000 vulnerable
Kpala kpl Ghana, Togo β€” vulnerable
Kpan kpk Democratic Republic of Congo 11000 vulnerable
Kpasam Kpasham, Maya, Nyesam, Nyisam, Passam, ’Balo Liberia, Guinea, Cote d'Ivoire β€” safe
Kpati koc Nigeria β€” extinct
Kpatili kym Central African Republic β€” definite⚠️
Kpee cpo Burkina Faso 2000 vulnerable
Kpelle kpe Ghana 1300000 β€”
Kpessi kef Togo β€” vulnerable
Kplang kph Nigeria 1600 safe
Kpwe bri Cameroon 25000 vulnerable
Krache kye Ghana 83000 safe
Krim krm Sierra Leone β€” β€”
β˜† Krio kri Sierra Leone 6300000 safe
Krobu kxb Cote d'Ivoire 9900 safe
Kru kro Burkina Faso, Cote d'Ivoire, Liberia 3400000 β€”
Krumen ted Cote d'Ivoire, Liberia 28000 safe
Krumen, Plapo ktj Cote d'Ivoire 50000 severe⚠️
Krumen, Pye pye Cote d'Ivoire β€” safe
Kubi kof Nigeria β€” extinct
Kudu-Camo kov Nigeria 42 severe⚠️
Kugama kow Nigeria 5000 safe
Kugbo kes Nigeria 2000 definite⚠️
Kujargé vkj Chad, Sudan 1000 definite⚠️
Kujireray unc Senegal β€” β€”
Kuk kfn Cameroon 3000 definite⚠️
Kukelle kez Nigeria 180000 safe
Kula unc Democratic Republic of Congo β€” β€”
Kulango, Bondoukou kzc Cote d'Ivoire 130000 safe
Kulango, Bouna nku Cote d'Ivoire 30000 safe
Kulere kul Nigeria 16000 safe
Kulu ikl Nigeria 50000 safe
Kulung unc Nigeria β€” β€”
Kulung (Jarawan) bbu Nigeria 40000 vulnerable
Kumba ksm Nigeria 3400 safe
Kung kfl Cameroon 600 definite⚠️
Kuo xuo Cameroon, Chad 20000 safe
Kupa kug Nigeria 20000 safe
Kupsabiny kpz Burkina Faso 270000 safe
Kura Ede Nago nqk Benin β€” safe
Kurama krh Nigeria 40000 safe
Kuranko knk Guinea, Sierra Leone 270000 safe
Kusaal kus Ghana 440000 safe
Kusu ksv Democratic Republic of Congo 26000 safe
Kuteb kub Cameroon, Nigeria 46000 safe
Kutin pfe Cameroon 15000 safe
Kutto kpa Nigeria 3000 definite⚠️
Kuturmi khj Nigeria β€” vulnerable
Kuwaa blh Liberia 13000 safe
Kuwaataay cwt Senegal 6200 definite⚠️
Kwaami ksq Nigeria 10000 safe
Kwah kwb Nigeria 7000 vulnerable
Kwaja kdz Cameroon 6000 safe
Kwakum kwu Cameroon 10000 safe
Kwami ktf Democratic Republic of Congo 200 vulnerable
Kwang kvi Chad β€” safe
Kwanja knp Cameroon 10000 critical⚠️
Kwanka dkg Nigeria 20000 β€”
Kwasio nmg Cameroon, Equatorial Guinea 8900 safe
Kwaʼ bko Cameroon 1000 definite⚠️
Kwese kws Democratic Republic of Congo β€” safe
Kyenga tye Benin, Nigeria β€” safe
Kyitu unc Cote d'Ivoire β€” β€”
Kyode acd Ghana 10000 safe
Kyoli cry Nigeria 7500 safe
La'bi lbi Cameroon β€” extinct
Laal gdm Chad 750 definite⚠️
Laalaa cae Senegal 12000 definite⚠️
Labir jku Nigeria 500 vulnerable
Lagwan kot Cameroon, Chad β€” vulnerable
Laimbue lmx Cameroon 5000 safe
Laka lap Chad β€” safe
Lakota Dida dic Cote d'Ivoire 94000 safe
Lala-Roba lla Nigeria 230000 safe
Lalia lal Democratic Republic of Congo 55000 safe
Lama las Benin, Togo 260000 safe
Lamang hia Nigeria 40000 safe
Lame bma Nigeria 10000 safe
Lamja-Dengsa-Tola ldh Nigeria β€” safe
Landoma ldm Guinea 62000 vulnerable
Langbashe lna Central African Republic β€” safe
Larteh lar Ghana 74000 safe
Laru lan Nigeria β€” definite⚠️
Lau unc Nigeria β€” β€”
Lau Laka lak Nigeria β€” β€”
Leelau ldk Nigeria 5000 safe
Lega-Mwenga lgm Democratic Republic of Congo 45000 safe
Lega-Shabunda lea Democratic Republic of Congo 450000 safe
Lela dri Nigeria 90000 safe
Lele lel Democratic Republic of Congo 26000 safe
Lele llc Guinea 49000 safe
Lele lln Chad 26000 safe
Lelemi lef Ghana 49000 safe
Lemoro ldj Nigeria 10000 safe
Lendu led Democratic Republic of Congo 760000 safe
Lengola lej Democratic Republic of Congo 100000 safe
Lengue bxc Equatorial Guinea 1000 vulnerable
Lere gnh Nigeria β€” critical⚠️
Lese les Democratic Republic of Congo 50000 safe
Leti leo Cameroon β€” definite⚠️
Lia-Ntomba nto Democratic Republic of Congo 100000 safe
Liberia Kpelle xpe Liberia 760000 safe
β˜† Liberian Kreyol lir Liberia 1500000 safe
Libinza liz Democratic Republic of Congo 10000 safe
Ligbi lig Ghana β€” definite⚠️
Lika lik Democratic Republic of Congo 60000 safe
Likila lie Democratic Republic of Congo 80000 safe
Likile unc Democratic Republic of Congo β€” β€”
Likpe lip Ghana 23000 vulnerable
Limassa bme Central African Republic 70000 safe
Limba lia Guinea, Sierra Leone 340000 safe
Limba mzd Cameroon 2200 vulnerable
Limbum lmp Cameroon 130000 safe
Linga unc Democratic Republic of Congo β€” β€”
β˜† Lingala lin Republic of Congo, Democratic Republic of Congo 5500000 safe
Litembo tmv Democratic Republic of Congo 230000 safe
Litoka unc Democratic Republic of Congo β€” β€”
Lobi lob Burkina Faso, Cote d'Ivoire, Ghana 440000 safe
Logba lgq Ghana 7500 definite⚠️
Logo log Democratic Republic of Congo 210000 safe
Loki dialect bkt Democratic Republic of Congo β€” definite⚠️
Loko lok Sierra Leone 140000 safe
Loma lom Guinea, Liberia 420000 safe
Lomakka loi Cote d'Ivoire 8000 safe
Lombi lmi Democratic Republic of Congo 650000 safe
Lombo loo Democratic Republic of Congo 10000 safe
Londo bzm Democratic Republic of Congo 3000 definite⚠️
Longuda lnu Nigeria 32000 safe
Lonzo lnz Democratic Republic of Congo 900000 vulnerable
Loo ldo Nigeria 8000 vulnerable
Lopa lop Nigeria 5000 safe
Loro unc Nigeria β€” β€”
Losengo lse Democratic Republic of Congo 42000 safe
Luba-Kasai lua Democratic Republic of Congo 6300000 safe
Luba-Katanga lub Democratic Republic of Congo 2300000 vulnerable
Lubila kcc Nigeria 11000 safe
Lufu ldq Nigeria 3200 definite⚠️
Lukpa dop Benin, Togo 70000 safe
Lumbu lup Gabon, Republic of Congo 23000 safe
Luna luj Democratic Republic of Congo β€” safe
Lunda lun Angola, Democratic Republic of Congo, Zambia 400000 safe
Lung unc Cameroon β€” β€”
Luo (Cameroon) luw Cameroon 1 critical⚠️
Luri ldd Nigeria 22000 critical⚠️
Lutos ndy Central African Republic 19000 safe
Lwalu lwa Democratic Republic of Congo β€” safe
LyΓ©lΓ© lee Burkina Faso 130000 vulnerable
LÑÑ LÑÑ Bwamu bwj Burkina Faso 69000 safe
Ma msj Democratic Republic of Congo 4700 safe
Maaka mew Nigeria 10000 vulnerable
β˜… Maasina Fulfulde ffm Mali 1500000 safe
Maba mde Chad 300000 safe
Mabaale mmz Democratic Republic of Congo 80000 safe
Mabire muj Chad 3 critical⚠️
Mada mda Nigeria 100000 safe
Mada mxu Cameroon 17000 safe
Mafa maf Cameroon, Nigeria 210000 safe
Maghdi gmd Nigeria 2000 definite⚠️
Mahongwe mhb Gabon β€” definite⚠️
Mahou mxx Cote d'Ivoire 300000 safe
Majera xmj Cameroon, Chad β€” definite⚠️
Mak (Adamawa) pbl Nigeria 5700 definite⚠️
Makaa mcp Cameroon 80000 safe
Mala ruy Nigeria 6600 definite⚠️
Malgbe mxf Cameroon, Chad β€” vulnerable
Malgwa unc Nigeria β€” β€”
Mama mma Nigeria β€” definite⚠️
Mambila mcu Cameroon 130000 definite⚠️
Mambila mzk Nigeria 130000 safe
Mampruli maw Ghana 230000 safe
Mamvu mdi Democratic Republic of Congo 60000 safe
Mandi lem Cameroon 6000 safe
β˜† Mandinka mnk Cote d'Ivoire, Gambia, Guinea, Guinea-Bissau, Liberia, Senegal +1 2100000 safe
Manga Kanuri kby Niger 480000 safe
Mangbai mcs Cameroon, Chad β€” vulnerable
Mangbetu mdj Democratic Republic of Congo 660000 safe
Mangbutu mdk Democratic Republic of Congo 15000 safe
Manjak mfv Gambia, Guinea-Bissau, Senegal 310000 safe
Mankanya knf Guinea-Bissau 33000 vulnerable
Mankon nge Cameroon 19000 safe
Mano mev Guinea, Liberia 390000 safe
Manta myg Cameroon 5300 vulnerable
Mantsi zns Nigeria 100 definite⚠️
Manya mzj Liberia 120000 safe
Manza mzv Cameroon, Central African Republic 220000 safe
Map amo Nigeria 19000 safe
Mararit mgb Chad 42000 safe
Marba mpg Chad 150000 safe
Marfa mvu Chad 5000 safe
Margi mrt Cameroon, Chad, Niger, Nigeria 240000 safe
Margi South mfm Nigeria 170000 safe
Marka rkm Burkina Faso 200000 safe
Masalit mls Chad, Sudan 450000 safe
Mashi jms Nigeria 3000 vulnerable
Maslam msv Cameroon, Chad β€” definite⚠️
Masmaje mes Chad β€” safe
Massa mcn Cameroon, Chad 230000 safe
Massalat mdg Chad 440000 severe⚠️
Matal mfh Cameroon 18000 safe
Mawa mcw Chad β€” definite⚠️
Mawa (Nigeria) wma Nigeria β€” extinct
Maxi Gbe mxl Benin 340000 safe
Mayeka myc Democratic Republic of Congo 25000 severe⚠️
Mayogo mdm Central African Republic, Democratic Republic of Congo 100000 safe
Mazagway dkx Cameroon β€” safe
Mba mfc Democratic Republic of Congo 36000 safe
Mbaka nbm Central African Republic, Democratic Republic of Congo 200000 safe
Mbala mdp Democratic Republic of Congo 200000 safe
Mbama mbm Gabon, Republic of Congo β€” safe
Mbandja zmz Central African Republic, Democratic Republic of Congo, Republic of Congo 360000 safe
Mbangala mxg Angola, Democratic Republic of Congo 400000 safe
Mbangi mgn Central African Republic 250000 vulnerable
Mbangwe zmn Gabon β€” vulnerable
Mbara mpk Chad 1000 definite⚠️
Mbat bau Nigeria 250000 safe
Mbati mdn Central African Republic 60000 safe
Mbato gwa Cote d'Ivoire 25000 safe
Mbay myb Chad 90000 safe
Mbe mfo Nigeria 65000 safe
Mbelime mql Benin β€” safe
Mbembe mfn Nigeria 100000 safe
Mbere mdt Gabon, Republic of Congo 110000 safe
Mbesa zms Democratic Republic of Congo 8400 safe
Mbessa emz Cameroon 25000 β€”
Mbili-Mbui baw Cameroon 10000 safe
Mbo mbo Cameroon β€” vulnerable
Mbo zmw Democratic Republic of Congo 11000 safe
Mboa xmb Cameroon β€” definite⚠️
Mbodomo gmm Cameroon 8000 safe
Mboi moi Nigeria 19000 safe
Mbole mdq Democratic Republic of Congo 100000 safe
Mboteni bcg Guinea β€” definite⚠️
Mbo’ mtk Cameroon 1500 vulnerable
Mbre mka Cote d'Ivoire 50 definite⚠️
Mbudum xmd Cameroon 6000 safe
Mbuk bpc Cameroon 600 β€”
Mbuko mqb Cameroon 15000 safe
Mbula-Bwazza mbu Nigeria 100000 safe
Mbule mlb Cameroon 110 vulnerable
Mbulungish mbv Guinea 5000 definite⚠️
Mbum mdd Cameroon 50000 safe
Mburku bbt Nigeria 12000 safe
MbuΚΌ muc Cameroon β€” definite⚠️
Mbwasa unc Cameroon β€” β€”
Medefaidrin dmf Nigeria β€” extinct
Medumba byv Cameroon 310000 safe
Mefele mfj Cameroon 11000 safe
Menchum bby Cameroon β€” vulnerable
Mendankwe-Nkwen mfd Cameroon β€” vulnerable
β˜† Mende men Liberia, Sierra Leone 1800000 safe
Mengaka xmg Cameroon 20000 safe
Mengisa mct Cameroon β€” vulnerable
Menka mea Cameroon 5200 vulnerable
Menyam bce Cameroon 4000 safe
Merey meq Cameroon 10000 safe
Mesaka iyo Cameroon β€” safe
Mesme zim Chad β€” safe
MetaΚΌ mgo Cameroon 130000 safe
Metombola unc Gabon β€” β€”
Mfinu zmf Democratic Republic of Congo β€” definite⚠️
Mfumte nfu Cameroon β€” safe
Mgbolizhia gmz Nigeria 190000 safe
Migaama mmy Chad β€” safe
Migili mgi Nigeria 40000 safe
Miisiirii unc Chad, Sudan β€” β€”
Miler unc Nigeria β€” β€”
Miltu mlj Chad 270 definite⚠️
Mingang Doso mko Nigeria 3000 definite⚠️
Minyanka myk Mali 740000 safe
Mire mvh Chad 5000 safe
Miship mjs Nigeria 6000 safe
Missong unc Cameroon β€” β€”
Mituku zmq Democratic Republic of Congo 51000 safe
Mixifore mfg Guinea 20000 safe
Miya mkf Nigeria 30000 safe
Mlomp mlo Senegal 5400 definite⚠️
Mmaala mmu Cameroon β€” vulnerable
Mmen bfm Cameroon β€” definite⚠️
Mmuock unc Cameroon β€” β€”
Moba mfq Ghana, Togo 440000 safe
Mofu-Gudur mif Cameroon 90000 safe
Mogum mou Chad β€” safe
Moingi mwz Democratic Republic of Congo 4200 vulnerable
Mokilko moz Chad 12000 safe
Mokole mkl Benin 66000 safe
Moloko mlw Cameroon 8500 severe⚠️
Mombo Dogon dmb Mali 19000 vulnerable
Mongo-Nkundu lol Democratic Republic of Congo 620000 safe
Mono mnh Democratic Republic of Congo β€” vulnerable
Mono mru Cameroon 300 severe⚠️
Montol mtl Nigeria 22000 safe
Monzombo moj Democratic Republic of Congo, Republic of Congo β€” vulnerable
Moo gwg Nigeria 5000 safe
β˜… MoorΓ© mos Benin, Burkina Faso, Cote d'Ivoire, Ghana, Mali, Togo 7600000 safe
Moro unc Nigeria β€” β€”
Morom bdo Chad β€” safe
Mpade mpi Cameroon, Chad 16000 vulnerable
Mpiemo mcx Central African Republic 28800 safe
Mpra unc Ghana β€” β€”
Mpumpong mgg Cameroon β€” safe
Mpuono zmp Democratic Republic of Congo 160000 safe
Mpur unc Ghana β€” β€”
Mser kqx Cameroon, Chad 2100 severe⚠️
Mubi mub Chad 35000 safe
Mumuye mzm Nigeria 400000 safe
Mundabli boe Cameroon β€” definite⚠️
Mundang mua Cameroon, Chad 240000 safe
Mundani mnf Cameroon 34000 safe
Mundat mmf Nigeria 1500 vulnerable
Mundum unc Cameroon β€” β€”
Mungbam mij Cameroon β€” definite⚠️
Mungong unc Cameroon β€” safe
Munka bvm Cameroon 31000 safe
Musey mse Chad 260000 safe
Musgu mug Cameroon 160000 safe
Muskum mje Chad β€” extinct
Muyang muy Cameroon 30000 safe
Mvanip mcj Nigeria 100 definite⚠️
Mvuba mxh Democratic Republic of Congo β€” vulnerable
Mwaghavul sur Nigeria 300000 safe
Mwan moa Cote d'Ivoire 20000 safe
Mwele unc Gabon β€” β€”
Myene mye Gabon 20000 safe
MΓΌndΓΌ muh Democratic Republic of Congo, South Sudan 26000 safe
Naba mne Chad 280000 safe
Nabit unc Burkina Faso, Ghana β€” β€”
Nafanan nfr Ghana 61000 safe
Nagumi ngv Cameroon β€” extinct
Naki mff Cameroon β€” definite⚠️
Nalu naj Guinea, Guinea-Bissau β€” vulnerable
Nancere nnc Chad β€” safe
Nande nnb Democratic Republic of Congo 10000000 safe
NanerigΓ© sen Burkina Faso β€” safe
Nanga Dogon nzz Mali 3000 definite⚠️
Nateni ntm Benin 66000 safe
Natioro nti Burkina Faso 2400 vulnerable
Nawdm nmz Togo 150000 safe
Nawuri naw Ghana 14000 safe
Nchane ncr Cameroon β€” safe
Nchumbulu nlu Ghana 1800 definite⚠️
Ndai gke Cameroon 5 critical⚠️
Ndaka ndk Democratic Republic of Congo 25000 safe
Ndam ndm Chad β€” definite⚠️
Ndambomo nxo Gabon 2000 definite⚠️
NdaΚΌndaΚΌ nnz Cameroon β€” safe
Nde-Gbite ned Nigeria β€” safe
Nde-Nsele-Nta ndd Nigeria 20000 safe
Ndemli nml Cameroon 10000 safe
Ndo ndp Democratic Republic of Congo, Uganda 34000 safe
Ndobo ndw Democratic Republic of Congo 80000 safe
Ndoe nbb Cameroon, Nigeria 7300 vulnerable
Ndolo ndl Democratic Republic of Congo 8000 safe
Ndoro ndr Cameroon, Nigeria β€” vulnerable
Ndrulo dno Democratic Republic of Congo 110000 safe
Ndumu nmd Gabon 3000 vulnerable
Ndunda nuh Nigeria 350 definite⚠️
Ndunga ndt Democratic Republic of Congo 2500 vulnerable
Ndut ndv Senegal 52000 vulnerable
Ndzerem unc Cameroon β€” β€”
Nen tvu Cameroon 40000 safe
Neyo ney Cote d'Ivoire 9200 safe
Ngala unc Democratic Republic of Congo β€” β€”
Ngam nmc Chad 60000 safe
Ngamambo nbv Cameroon β€” vulnerable
Ngambay sba Chad 950000 safe
Ngamo nbh Nigeria 60000 vulnerable
Ngando ngd Central African Republic β€” safe
Ngando nxd Democratic Republic of Congo 220000 safe
Ngangam gng Benin, Togo 80000 safe
Ngas anc Nigeria 400000 safe
NgaΚΌka mhk Cameroon β€” safe
Ngbaka nga Democratic Republic of Congo 1000000 safe
Ngbaka Manza ngg Central African Republic 65000 safe
Ngbee jgb Democratic Republic of Congo β€” extinct
Ngbinda nbd Democratic Republic of Congo 25000 critical⚠️
Ngbundu nuu Democratic Republic of Congo β€” safe
Ngelima agh Democratic Republic of Congo β€” safe
Ngen gnj Cote d'Ivoire 17000 vulnerable
NgetΓ©-HerdΓ© nnn Chad 50000 safe
Nggwahyi ngx Nigeria 2000 definite⚠️
Ngie ngj Cameroon β€” safe
Ngiemboon nnh Cameroon 390000 safe
Ngiti niy Democratic Republic of Congo 100000 safe
Ngizim ngi Nigeria 80000 vulnerable
Ngom nra Gabon 14000 safe
Ngomba jgo Cameroon 94000 safe
Ngombale nla Cameroon 45000 safe
Ngombe ngc Democratic Republic of Congo 150000 safe
Ngombe nmj Central African Republic 2700 definite⚠️
Ngongo noq Democratic Republic of Congo 900000 safe
Ngoshie nsh Cameroon 9200 vulnerable
Ngubi unc Gabon β€” β€”
Ngundu nue Democratic Republic of Congo 580000 safe
Ngwa dialect unc Nigeria β€” β€”
Ngwaba ngw Nigeria 10000 vulnerable
Ngwe nwe Cameroon 73000 safe
Ngwii nlo Democratic Republic of Congo 160000 safe
Ngwo ngn Cameroon β€” safe
Niellim nie Chad β€” definite⚠️
Nigbo unc Nigeria β€” β€”
β˜… Nigerian Fulfulde fuv Nigeria 14000000 safe
Nigerian Pidgin pcm Nigeria 45000000 safe
Nimbari nmr Cameroon β€” extinct
Nincut unc Nigeria β€” β€”
Ninka aqk Nigeria 500 β€”
Ninkyob-Nindem kdp Nigeria 12000 safe
Ninzo nin Nigeria 35000 safe
Nizaa sgi Cameroon 10000 vulnerable
Njanga unc Cameroon β€” β€”
Njebi nzb Gabon, Republic of Congo 140000 safe
Njem njy Cameroon β€” safe
Njen njj Cameroon 1800 safe
Njerep njr Cameroon, Nigeria β€” critical⚠️
Nkami nkq Ghana 7000 safe
Nkari nkz Nigeria 20000 definite⚠️
Nkem-Nkum isi Nigeria 51000 safe
Nko nqo Nigeria 28000 safe
Nkongho nkc Cameroon 2200 vulnerable
Nkonya nko Ghana 28000 safe
Nkoroo nkx Nigeria 4600 definite⚠️
Nkukoli nbo Nigeria 10000 vulnerable
Nkutu nkw Democratic Republic of Congo β€” safe
Nnam nbp Nigeria 3000 safe
Noni nhu Cameroon 50000 safe
Noon snf Senegal 38000 vulnerable
North Fali fll Cameroon β€” vulnerable
North Giziga gis Cameroon 20000 safe
North Mofu mfk Cameroon 28000 safe
Northern Birifor bfo Burkina Faso 110000 safe
Northern Dagaare dgi Burkina Faso 1100000 safe
Northern Grebo gbo Liberia 390000 safe
Northern Kissi kqs Guinea, Sierra Leone 330000 safe
Northern Nago xkb Benin β€” safe
Northern Ngbandi ngb Central African Republic, Democratic Republic of Congo 250000 safe
Northern Toussian tsp Burkina Faso 20000 safe
Northwest Gbaya gya Cameroon, Central African Republic 260000 safe
Notre bly Benin 1500 vulnerable
Nouchi unc Cote d'Ivoire β€” β€”
Noy noy Chad 36 severe⚠️
Nsei ndb Cameroon 25000 safe
Nshi nsc Nigeria 25000 safe
Nsiteu unc Cameroon β€” β€”
Nso lns Cameroon 240000 safe
Ntcham bud Ghana, Togo 280000 safe
Nteng nqt Nigeria 2000 β€”
Ntrapo unc Ghana β€” β€”
Numana nbr Nigeria 50000 safe
Nungu rin Nigeria β€” safe
Nuni, Northern nuv Burkina Faso β€” safe
Nuni, Southern nnw Burkina Faso 210000 safe
Nupe nup Nigeria 1000000 safe
Nyabwa nwb Cote d'Ivoire 43000 safe
Nyali nlj Democratic Republic of Congo β€” safe
Nyam nmi Nigeria 100 vulnerable
Nyanga nyj Democratic Republic of Congo 150000 safe
Nyanga-li nyc Democratic Republic of Congo β€” severe⚠️
Nyangbo-Tafi nyb Ghana 11000 safe
Nyankpa yes Nigeria β€” safe
Nyifon unc Nigeria β€” β€”
Nyima ldg Nigeria 13000 safe
Nyindu nyg Democratic Republic of Congo 660000 safe
Nyingwom kdx Nigeria 5000 safe
Nyokon nvo Cameroon 3900 safe
Nyong muo Cameroon, Nigeria 30000 safe
Nzadi nzd Democratic Republic of Congo β€” safe
Nzakambay nzy Cameroon, Chad 33000 safe
Nzakara nzk Central African Republic, Democratic Republic of Congo β€” safe
Nzanyi nja Cameroon, Nigeria β€” vulnerable
Nzema nzi Cote d'Ivoire, Ghana 290000 safe
Nzime ozm Cameroon 40000 safe
N’ko nqo Guinea 630000 β€”
Obanliku bzy Nigeria 65000 safe
Oblo obl Cameroon β€” extinct
Obolo ann Nigeria 320000 safe
Obulom obu Nigeria 3400 definite⚠️
Odual odu Nigeria 18000 safe
Odut oda Nigeria 100000 severe⚠️
Ogbah ogc Nigeria 170000 safe
Ogbia ogb Nigeria 200000 safe
Ogbogolo ogg Nigeria 10000 safe
Ogbronuagum ogu Nigeria 12000 safe
Oko-Eni-Osayen oks Nigeria 40000 safe
Okobo okb Nigeria 50000 vulnerable
Okodia okd Nigeria 3600 definite⚠️
Okpamheri opa Nigeria 92000 safe
Okpe oke Nigeria 25000 safe
Okpe okx Nigeria 1000000 safe
Oku oku Cameroon 87000 safe
Oloma olm Nigeria β€” safe
Ombo oml Democratic Republic of Congo β€” safe
Omi omi Democratic Republic of Congo 91000 safe
Ora unc Nigeria β€” β€”
Oro orx Nigeria 75000 safe
Oroko bdu Cameroon 110000 safe
Oruma orr Nigeria 5000 definite⚠️
Osatu ost Cameroon 400 vulnerable
Ososo oso Nigeria 19000 safe
Otank uta Cameroon, Nigeria 15000 safe
Oworo dialect unc Nigeria β€” β€”
O’chi’chi’ xoc Nigeria β€” extinct
Paasaal sig Ghana 36000 safe
Pagibete pae Democratic Republic of Congo β€” safe
Paleni pnl Burkina Faso 260 vulnerable
Palor fap Senegal 11000 definite⚠️
Pam pmn Cameroon 30 severe⚠️
Pambia pmb Democratic Republic of Congo 21000 safe
Pan kwl Nigeria 110000 safe
Pana pnz Cameroon, Central African Republic, Chad 4000 vulnerable
Pana (Gur) pnq Burkina Faso, Mali 8000 definite⚠️
Panawa pwb Nigeria 3500 safe
Pande bkj Central African Republic β€” definite⚠️
Pangseng pgs Nigeria β€” safe
Papel pbo Guinea-Bissau 140000 safe
Parkwa pbi Cameroon 30000 safe
Paʼa pqu Nigeria 8000 definite⚠️
Pa’a pqa Nigeria 8000 definite⚠️
Pe pai Nigeria 4000 safe
Pelende ppp Democratic Republic of Congo 900000 safe
Penange Dogon unc Mali β€” β€”
Pende pem Democratic Republic of Congo 420000 safe
Perema wom Cameroon, Nigeria 5000 safe
Pero pip Nigeria 25000 safe
Peve lme Chad 35000 safe
PherΓ‘ xwe Benin 85000 safe
Phla gbx Benin, Togo 160000 safe
Pinji pic Gabon 1000 definite⚠️
Pinyin pny Cameroon 25000 safe
Piti pcn Nigeria 8100 definite⚠️
Piya piy Nigeria 5000 safe
Poke pof Democratic Republic of Congo 130000 safe
Pol pmm Cameroon 5300 safe
Polci plj Nigeria 15000 vulnerable
Pongo unc Cameroon β€” β€”
Pongu png Nigeria 30000 vulnerable
Psikye kvj Cameroon 52000 safe
PsikyΙ› dialect kvg Nigeria 4500 safe
Puguli pug Burkina Faso 14000 safe
Pulaar fuc Gambia, Mali, Mauritania, Senegal 3700000 safe
β˜† Pular fuf Guinea 3000000 safe
Punu puu Gabon, Republic of Congo 200000 safe
Putai mfl Nigeria β€” severe⚠️
Putukwam afe Nigeria 70000 safe
Pyapun pcw Nigeria β€” safe
Pyem pym Nigeria 31000 definite⚠️
Rang rax Nigeria β€” safe
Reshe res Nigeria 44000 vulnerable
Rigwe iri Nigeria 40000 safe
Rimba unc Gabon β€” β€”
Riverain Sango snj Central African Republic β€” safe
Rogo rod Nigeria β€” safe
Rombi bbi Cameroon 3000 definite⚠️
Ron cla Nigeria 180000 safe
Rubaruba unc Nigeria β€” β€”
Ruma ruz Nigeria 5100 definite⚠️
Ruund rnd Angola, Democratic Republic of Congo 250000 safe
Saari asj Cameroon 7600 safe
Saba saa Chad 1300 definite⚠️
Safaliba saf Ghana 4100 safe
Safen sav Senegal 240000 safe
Sakata skt Democratic Republic of Congo β€” safe
Sake sak Gabon 8000 definite⚠️
Sakpu unc Chad β€” β€”
Sakun unc Nigeria 15000 vulnerable
Salampasu slx Democratic Republic of Congo β€” safe
Samay syx Gabon 1000 vulnerable
Samba smx Democratic Republic of Congo 32000 vulnerable
Sambe xab Nigeria β€” critical⚠️
Samo, Matya stj Burkina Faso 100000 safe
Samo, Maya sym Burkina Faso β€” safe
Samo, Southern sbd Burkina Faso 230000 safe
Samwe wbf Burkina Faso 4500 definite⚠️
Sanakaran Maninka msc Guinea 3300000 safe
Sanga sng Democratic Republic of Congo 430000 safe
Sanga xsn Nigeria 20000 safe
β˜† Sango sag Central African Republic, Chad, Democratic Republic of Congo 5500000 safe
Sangu snq Gabon 30000 safe
Santrokofi snw Ghana 11000 definite⚠️
Sapo krn Liberia 36000 safe
Sar mwm Chad β€” safe
Sarua swy Chad 2000 definite⚠️
Sasaru sxs Nigeria 13000 safe
Saxwe Gbe sxw Benin 170000 safe
Saya say Nigeria 300000 vulnerable
Seba kdg Democratic Republic of Congo 170000 vulnerable
Sehwi sfw Ghana 250000 safe
Seki syi Equatorial Guinea, Gabon β€” vulnerable
Sembla sos Burkina Faso 17000 safe
Senara seq Burkina Faso, Mali β€” safe
Sengele szg Democratic Republic of Congo 17000 safe
Sere swf Democratic Republic of Congo β€” critical⚠️
Serer srr Gambia, Mauritania, Senegal 1700000 safe
Sha scw Nigeria 3000 definite⚠️
Shall-Zwall sha Nigeria 8900 safe
Shama sqa Nigeria β€” safe
Shamang xsh Nigeria β€” safe
Shanga sho Nigeria 5400 definite⚠️
Sharwa swq Cameroon 5100 safe
Shau sqh Nigeria β€” extinct
Sheni-Ziriya scv Nigeria 6 critical⚠️
Sherbro bun Sierra Leone 140000 safe
Shi shr Democratic Republic of Congo 650000 safe
Shiki gua Nigeria 1200 definite⚠️
Shingini tsw Nigeria 200000 safe
Shinji unc Democratic Republic of Congo β€” β€”
Shira swj Gabon β€” safe
Shiwe unc Gabon β€” β€”
Shoo-Minda-Nye bcv Cameroon, Nigeria 10000 safe
Shuwa-Zamani ksa Nigeria 1000 vulnerable
Siamou sif Burkina Faso 40000 safe
Sighu sxe Gabon 1000 definite⚠️
Simba sbw Gabon 100 definite⚠️
Sininkere skq Burkina Faso 6000 definite⚠️
Sinyar sys Chad β€” safe
Siri sir Nigeria β€” definite⚠️
Sisaala, Tumulung sil Ghana 180000 safe
Sisaala, Western ssl Ghana 180000 safe
Sissala sld Burkina Faso 180000 safe
Siti unc Ghana β€” β€”
Siwu akp Ghana 27000 safe
So soc Democratic Republic of Congo 6000 safe
Sokoro sok Chad β€” definite⚠️
Somrai sor Chad 7400 safe
Somyev kgt Cameroon, Nigeria 15 severe⚠️
Sonde shc Democratic Republic of Congo 96000 safe
Songe sop Democratic Republic of Congo 1000000 safe
Songhay son Mali, Niger 1500000 β€”
Songhoyboro Ciine unc Niger β€” β€”
Songoora sod Democratic Republic of Congo β€” vulnerable
β˜… Soninke snk Burkina Faso, Cote d'Ivoire, Gambia, Ghana, Guinea-Bissau, Mali +2 1280000 safe
South Banda lnl Central African Republic, Democratic Republic of Congo 150000 safe
South Fali fal Cameroon 35000 safe
South Giziga giz Cameroon 60000 safe
South-Central Koongo kng Democratic Republic of Congo, Republic of Congo β€” β€”
Southeast Ijo ijs Nigeria β€” vulnerable
Southern Birifor biv Ghana 240000 safe
Southern Dagaare dga Ghana 1000000 safe
Southern Kissi kss Liberia, Sierra Leone 530000 safe
Southern Nago nqg Benin 200000 safe
Southern Ngbandi nbw Democratic Republic of Congo 470000 safe
Sua msw Guinea-Bissau 18000 vulnerable
Sucite sep Burkina Faso β€” safe
Suku sub Democratic Republic of Congo β€” safe
Sukur syk Nigeria 15000 vulnerable
Suma sqm Central African Republic 250000 safe
Sungor sjg Chad, Sudan 24000 vulnerable
Supyire spp Mali 460000 safe
Surbakhal sbj Chad 7900 safe
Sur–Myet tdl Nigeria 16000 vulnerable
Susu sus Guinea, Guinea-Bissau, Sierra Leone 1400000 safe
Suwu szv Cameroon 800 definite⚠️
Swo sox Cameroon 9000 vulnerable
Syer-Tenyer kza Burkina Faso 30000 safe
SΓ©noufo, Cebaara sef Cote d'Ivoire 1200000 safe
SΓ©noufo, Nyarafolo sev Cote d'Ivoire β€” safe
SΓ©noufo, Palaka plr Cote d'Ivoire β€” safe
SΓ©noufo, Shempire seb Cote d'Ivoire 100000 safe
SΓ©noufo, Syenara shz Mali 160000 safe
SΓ©noufo, Tagwana tgw Cote d'Ivoire 2700000 safe
Taabwa tap Democratic Republic of Congo, Zambia 280000 safe
Tadaksahak dsq Mali, Niger 100000 safe
Tafi tcd Ghana 11000 vulnerable
Tagbu tbm Democratic Republic of Congo 17000 safe
Tagdal tda Niger β€” vulnerable
Tajuasohn tja Liberia 20000 safe
Tal tal Nigeria 10000 safe
Tala tak Nigeria 1000 definite⚠️
Talinga tlj Democratic Republic of Congo, Uganda 99000 vulnerable
Talni unc Burkina Faso, Ghana β€” β€”
Tama tma Chad, Sudan 460000 safe
Tamahaq thv Algeria, Libya, Niger 132000 vulnerable
Tamasheq taq Algeria, Burkina Faso, Libya, Mali, Niger 500000 definite⚠️
Tambas tdk Nigeria 2000 vulnerable
Tamki tax Chad 500 definite⚠️
Tammari tbz Benin, Togo 150000 safe
Tamprusi tpm Ghana 16000 safe
Tanga bnm Cameroon, Equatorial Guinea 15000 vulnerable
Tangale tan Nigeria 200000 vulnerable
Tar Gula kcm Central African Republic β€” safe
Taram unc Nigeria β€” β€”
Tarjumo txj Nigeria β€” extinct
Tarok yer Nigeria 300000 safe
Tasawaq twq Niger 8000 definite⚠️
Tawellemmet ttq Mali, Niger, Nigeria 800000 safe
Tchaman ebr Cote d'Ivoire 150000 safe
Tchitchege tck Gabon 2000 definite⚠️
Tchumbuli bqa Benin 2500 severe⚠️
Tebul Dogon dtu Mali 3000 vulnerable
Teda tuq Chad, Libya, Niger, Nigeria 132000 vulnerable
Tee tkq Nigeria 310000 safe
Teke-Tege teg Gabon 140000 safe
Tem kdh Ghana, Togo, Benin 290000 safe
Tembo tbt Democratic Republic of Congo 150000 safe
Teme tdo Nigeria 4000 safe
β˜† Temne tem Guinea, Sierra Leone 2500000 safe
Tene Kan Dogon dtk Mali 130000 safe
Tep unc Nigeria β€” β€”
Tera ttr Nigeria 100000 safe
Teshenawa twc Nigeria β€” extinct
Tetela tll Democratic Republic of Congo 760000 vulnerable
Tha thy Nigeria 1000 definite⚠️
Tibea ngy Cameroon 1400 vulnerable
Tiefo-Nyafogo-Numudara unc Burkina Faso β€” β€”
Tiene tii Democratic Republic of Congo β€” safe
Tigon nza Cameroon, Nigeria 60000 safe
Tikar tik Cameroon 110000 safe
Tita tdq Nigeria 3400 safe
Tiv tiv Nigeria 5000000 safe
Tiyaa tyy Nigeria 20000 β€”
Tiéfo tiq Burkina Faso 1000 definite⚠️
To toz Cameroon β€” extinct
Tobanga tng Chad 30000 safe
Tofin tfi Benin 66000 safe
Toma tod Guinea 220000 safe
Tommo So dto Mali 50000 safe
Tondi Songway Kiini tst Mali 3000 definite⚠️
Tonjon tjn Cote d'Ivoire, Ghana β€” extinct
Toongo unc Central African Republic β€” β€”
Toram trj Chad 8500 definite⚠️
Toro tdv Nigeria 11000 safe
Toro-tegu Dogon dtt Mali 2900 safe
Toura neb Cote d'Ivoire 50000 safe
Tsaangi tsa Gabon, Republic of Congo β€” safe
Tso ldp Nigeria 16000 safe
Tsogo tsv Gabon 9000 safe
Tsong soo Democratic Republic of Congo 7100 safe
Tsucuba cbq Nigeria 6000 vulnerable
Tsuvan tsh Cameroon 2300 vulnerable
Tuareg tmh Algeria, Burkina Faso, Libya, Mali, Niger 1400000 β€”
Tula tul Nigeria 30000 safe
Tumak tmc Chad 25000 safe
Tumari Kanuri krt Niger β€” safe
Tumi kku Nigeria 2300 definite⚠️
Tunia tug Chad 2300 definite⚠️
Tunzu dza Nigeria 2500 definite⚠️
Tuotomb ttf Cameroon 1000 definite⚠️
Tupuri tui Cameroon, Chad 230000 safe
Turka tuz Burkina Faso 36000 safe
Tusya wib Burkina Faso 20000 safe
Twendi twn Cameroon 30 severe⚠️
β˜… Twi twi Ghana 9000000 β€”
Tyap kcg Nigeria 200000 safe
Téén lor Cote d'Ivoire 12200 vulnerable
Ubaghara byc Nigeria 30000 safe
Ubang uba Nigeria 11000 safe
Ubi ubi Chad 1100 vulnerable
Uda uda Nigeria 25000 definite⚠️
Uhami uha Nigeria 14000 safe
Ukaan kcf Nigeria 18000 safe
Ukhwejo ukh Central African Republic β€” definite⚠️
Ukpe-Bayobiri ukp Nigeria 22000 safe
Ukue uku Nigeria 14000 safe
Ukwa ukq Nigeria 100 definite⚠️
Ukwuani-Aboh-Ndoni ukw Nigeria 150000 safe
Ulukwumi ulb Nigeria 10000 safe
Umon umm Nigeria 20000 safe
Uneme une Nigeria 20000 vulnerable
Urhobo urh Nigeria 1000000 safe
Usaghade usk Cameroon, Nigeria β€” vulnerable
Uvbie evh Nigeria 20000 safe
Uyanga uya Nigeria β€” definite⚠️
UΜ t-Ma'in gel Nigeria 36000 safe
Vadi tvd Nigeria 130000 safe
Vagla vag Ghana 14000 safe
Vai vai Liberia 130000 safe
Vale vae Central African Republic β€” safe
Vame mlr Cameroon 8500 safe
Vanuma vau Democratic Republic of Congo 6700 safe
Vemgo-Mabas vem Cameroon, Nigeria 11000 safe
Vengo bav Cameroon 27000 safe
Vere ver Cameroon, Nigeria 100000 safe
Viemo vig Burkina Faso 8000 safe
Vili vif Gabon, Republic of Congo 11000 safe
Viti vit Nigeria β€” safe
Voko wok Cameroon 2400 vulnerable
Vono kch Nigeria 500 vulnerable
Vori sde Nigeria 3000 definite⚠️
Voro (Adamawa) vor Nigeria β€” safe
Vove buw Gabon 4000 vulnerable
Vumbu vum Gabon 5000 definite⚠️
Vute vut Cameroon, Nigeria 21000 safe
Waama wwa Benin 50000 safe
Waci wci Benin, Togo 480000 safe
Waja wja Nigeria 60000 safe
Waka wav Nigeria 5000 safe
Wali wlx Ghana 140000 safe
Wamey cou Guinea, Senegal β€” vulnerable
Wan wan Cote d'Ivoire 22000 safe
Wandala mfi Cameroon, Nigeria 44000 safe
Wandji wdd Gabon 10000 safe
Wannu jub Nigeria β€” safe
WanΓ© hwa Cote d'Ivoire 2100 vulnerable
Wapan juk Nigeria 100000 safe
Warji wji Nigeria 78000 vulnerable
Wasa wss Ghana 270000 safe
Wawa www Cameroon, Nigeria β€” definite⚠️
Weh weh Cameroon 8000 safe
Weme Gbe wem Benin 270000 safe
West Banda bbp Central African Republic, South Sudan β€” safe
West Teke tyi Gabon, Republic of Congo 120000 vulnerable
Western Krahn krw Liberia β€” safe
Western Malinka mlq Mali, Senegal 1600000 safe
β˜… Western Niger Fulfulde fuh Benin, Burkina Faso, Niger β€” safe
Western Phla xwl Benin β€” safe
Western Plains Dogon dtm Burkina Faso, Mali 220000 safe
Winye kst Burkina Faso 20000 safe
Wojenaka jod Cote d'Ivoire 120000 safe
β˜† Wolof wol Gambia, Mauritania, Senegal 5500000 safe
Wongo won Democratic Republic of Congo β€” safe
Worodougou jud Cote d'Ivoire β€” safe
Wudu wud Togo 2500 vulnerable
Wumboko bqm Cameroon 25000 vulnerable
Wumbvu wum Gabon β€” safe
Wushi bse Cameroon 25000 safe
Wuzlam udl Cameroon 10000 safe
Wãpha juw Nigeria 1600 definite⚠️
Wè Western wec Cote d'Ivoire — safe
Yace ekr Nigeria 50000 safe
Yaka yaf Angola, Democratic Republic of Congo β€” safe
Yaka (Kivu) unc Democratic Republic of Congo β€” β€”
Yakoma yky Central African Republic 100000 safe
YakΓΆ yaz Nigeria 120000 safe
Yala yba Nigeria 200000 safe
Yalunka yal Guinea, Mali, Sierra Leone 100000 safe
Yamba yam Cameroon 80000 safe
Yambe unc Gabon β€” β€”
Yambeta yat Cameroon 3700 vulnerable
Yamongeri ymg Democratic Republic of Congo 400000 safe
Yanda Dogon dym Mali 2000 definite⚠️
Yangben yav Cameroon 2300 vulnerable
Yangere yaj Central African Republic 27000 safe
Yangkam bsx Nigeria 100 critical⚠️
Yango yng Democratic Republic of Congo 19000 definite⚠️
Yansi yns Democratic Republic of Congo 100000 safe
Yao Una dan Cote d'Ivoire 5510600 safe
YaourΓ© yre Cote d'Ivoire 40000 safe
Yasa yko Cameroon, Equatorial Guinea, Gabon 2400 definite⚠️
Yebu awo Nigeria 6000 safe
Yedina bdm Cameroon, Chad, Nigeria 200 vulnerable
Yela yel Democratic Republic of Congo 180000 safe
Yemba ybb Cameroon 440000 safe
Yendang ynq Nigeria 63000 safe
Yeni yei Cameroon β€” extinct
Yigha ayi Nigeria 10000 safe
Yiwom gek Nigeria 14000 safe
Yobe soy Benin, Togo 22000 definite⚠️
YocobouΓ© Dida gud Cote d'Ivoire 100000 safe
Yom pil Benin 300000 safe
Yombe yom Democratic Republic of Congo 670000 safe
β˜† Yoruba yor Benin, Nigeria, Togo 54000000 safe
Yoti yot Nigeria 3000 safe
Yukuben ybl Cameroom, Nigeria β€” vulnerable
Yulu yul Central African Republic 13500 definite⚠️
Yumu unc Nigeria β€” β€”
Zaghawa zag Chad, Sudan 230000 safe
Zamba unc Democratic Republic of Congo β€” β€”
Zan Gula zna Chad 5000 definite⚠️
Zande zne Central Africal Republic, Democratic Republic of Congo, South Sudan 1200000 safe
Zangwal zah Nigeria 100 definite⚠️
Zari zaz Nigeria β€” definite⚠️
Zarma dje Niger 6000000 safe
Zeem zua Nigeria β€” definite⚠️
Zekwe eze Nigeria 5000 safe
Zela unc Democratic Republic of Congo β€” β€”
Zele jer Nigeria 65000 safe
Zenaga zen Mauritania β€” definite⚠️
Zhire zhi Nigeria β€” safe
Zhoa zhw Cameroon 2000 vulnerable
Zialo zil Guinea β€” vulnerable
Zimba zmb Democratic Republic of Congo 120000 safe
Zirenkel zrn Chad 2200 definite⚠️
Zizilivakan ziz Cameroon, Nigeria β€” definite⚠️
Zora cbo Nigeria 19 definite⚠️
Zula zla Democratic Republic of Congo 15000 β€”
Zulgo-Gemzek gnd Cameroon 26000 safe
Zumaya zuy Cameroon β€” critical⚠️
Zumbun jmb Nigeria 2000 vulnerable
ut-Hun uth Nigeria 73000 safe
ÁncÑ acb Nigeria 5300 safe
Ɓeele bxq Nigeria β€” definite⚠️
Ɗugwor dme Cameroon 5000 safe

Language Use by Country

Data from CLEAR Global's Language Use Data Platform. Shows main languages spoken at home by proportion of population.

Select a country to view language data

AdwumaTech AI

Startup emerging
Accra, Ghana Β· Est. 2023
AdwumaTech AI provides enterprise-grade AI training data infrastructure powered by African engineering talent. Core offerings include RLHF for code ge...
🌐 Website Β· πŸ€— HuggingFace
Countries: Ghana
Languages: aka, ewe, gaa, hau, yor +1

Awarri

Startup emerging
Lagos, Nigeria Β· Est. 2019
Nigerian AI startup ("awari" = "to seek and find" in Yoruba) that built N-ATLAS -- Nigeria's first government-backed open-source multilingual AI model...
🌐 Website Β· πŸ€— HuggingFace
Countries: Nigeria
Languages: yor, hau, ibo

Baamtu

Startup established
Senegal Β· Est.
Digital transformation and AI consulting firm. Develops custom AI solutions for clients including government and financial institutions. Has TTS and c...
🌐 Website
Countries: Senegal
Languages: wol

BurkimbIA

Ngo emerging
Burkina Faso Β· Est. 2024
Non-profit community of Burkinabe engineers, researchers, students, and professionals building open-source AI models for the Moore (Mossi) language. M...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Burkina Faso
Languages: mos

Chad AI Network

Research Community emerging
N'Djamena, Chad Β· Est.
Community bringing together professionals, students, and enthusiasts to establish Chad as an AI actor in Africa. Focus areas: agriculture, education, ...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Chad
Languages: shu

CLEAR Global

Ngo established active_partner
Registered in USA and Ireland (global operations) Β· Est. 2010
CLEAR Global's mission is to help people get information and be heard, whatever language they speak. Evolved from Translators without Borders (TWB), w...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Nigeria, DR Congo, Rwanda
Languages: hau, kau, shu, lin, swc +1

CONCREE

Startup emerging
Dakar and Saint-Louis, Senegal Β· Est. 2020
Senegalese social enterprise originally focused on entrepreneurship support (virtual incubation, business training). Has expanded into AI/NLP for Wolo...
🌐 Website Β· πŸ€— HuggingFace
Countries: Senegal
Languages: wol

Digital Umuganda

Startup established
Kigali, Rwanda Β· Est. 2020
Rwandan AI and open data company building voice infrastructure for African languages. "Umuganda" is the Rwandan tradition of community service -- Digi...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Rwanda
Languages: kin, lin, ful, wol

Data Science Nigeria

Non-Profit / Community established
Nigeria Β· Est. 2016
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...
🌐 Website Β· πŸ€— HuggingFace
Countries: Nigeria
Languages: hau, yor, ibo, pcm

Farmerline / Darli AI

Startup established
Accra, Ghana Β· Est. 2013
Ghanaian agritech company building technology solutions for smallholder farmers. Core platform Mergdata is a cloud-based farm management system used b...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Ghana, CΓ΄te d'Ivoire, Nigeria, Senegal, Mali +9
Languages: twi, aka, ewe, dag, gaa +18

GalsenAI

Research Community emerging
Dakar, Senegal Β· Est.
Community of young Senegalese AI/data science enthusiasts. Runs training, meetups, hackathons, and collaborative projects. Strong focus on Wolof NLP w...
🌐 Website Β· πŸ€— HuggingFace
Countries: Senegal
Languages: wol

Ghana NLP / Khaya AI

Research Community established
Ghana (distributed team) Β· Est. 2020
Ghana NLP is an open-source initiative focused on Natural Language Processing for Ghanaian and African languages. They developed Khaya, the first AI-p...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Ghana, Nigeria, Kenya
Languages: twi, ewe, gaa, dag, gur +3

GO AI Corp

Startup established active_partner
Ouagadougou, Burkina Faso Β· Est. 2020
GO AI Corp is a Burkinabè technology startup providing AI solutions, web/mobile development, cybersecurity, and cloud services. They co-developed NLP ...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Burkina Faso
Languages: mos

HausaNLP

Research Community established
Bayero University Kano, Nigeria (distributed globally) Β· Est. 2019
Open community of academics, researchers, linguists, students, and NLP enthusiasts dedicated to advancing Hausa NLP. Based at the Department of Comput...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Nigeria, Niger, Ghana, Cameroon, Chad
Languages: hau, yor, ibo, twi

HCI and Persuasive Systems Lab, University of Ghana

University established
Accra, Ghana Β· Est.
Research lab within the Department of Computer Science at University of Ghana, led by Prof. Isaac Wiafe. Focused on Human-Computer Interaction, persua...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Ghana, Togo
Languages: aka, ewe, dag, dga

Institut de MathΓ©matiques et de Sciences Physiques (IMSP)

University emerging
Dangbo, Benin Β· Est.
Research institute affiliated with University of Abomey-Calavi, offering programs in mathematics, physics, data science, and information technologies....
🌐 Website Β· πŸ€— HuggingFace
Countries: Benin
Languages: fon

Intron Voice AI

Startup established
Lagos, Nigeria (also San Francisco, USA) Β· Est. 2020
Africa-focused voice AI startup (formerly Intron Health, rebranded mid-2025 as they expanded beyond healthcare). Builds the "infrastructure layer for ...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Nigeria, Kenya, Rwanda, South Africa, Uganda +1
Languages: hau, yor, ibo

Jokalante

Startup established
Dakar, Senegal Β· Est. 2016
Senegalese social enterprise ("jokalante" = "facilitate dialogue" in Wolof) providing digital solutions for rural and underserved populations. Core pl...
🌐 Website Β· πŸ€— HuggingFace
Countries: Senegal, The Gambia
Languages: wol, fuc, srr, dyo, mnk

LAfricaMobile

Startup established
Senegal Β· Est.
Communication platform serving 300+ companies across Africa. Provides messaging (SMS, WhatsApp Business API, Voice), USSD, and AI-powered Text-to-Spee...
🌐 Website Β· πŸ€— HuggingFace
Countries: Senegal
Languages: wol, ful, hau, ewe

Lanfrica

Ngo established
Distributed (founders in Canada/Germany; operations pan-African) Β· Est. 2020
Non-profit platform that catalogs, archives, and connects African language technology resources (datasets, papers, models, tools). Addresses the disco...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: β€”
Languages: β€”

Lyngual Labs

Startup early
Nigeria Β· Est. 2024
Nigerian AI research lab building speech and NLP models for Nigerian languages, with a focus on Yoruba. Operates under LynguaTech Innovative Foundatio...
🌐 Website Β· πŸ€— HuggingFace
Countries: Nigeria
Languages: yor, ibo, hau

MALIBA-AI

Community Initiative emerging
Mali Β· Est. None
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...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Mali
Languages: bam, snk, bmq, dts, myk

Masakhane

Research Community And Foundation established
Distributed (Africa-wide); MRF legally registered in Kenya Β· Est. 2019
Masakhane ("We build together" in isiZulu) is a grassroots NLP organization dedicated to strengthening natural language processing research in African...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Nigeria, Ghana, Kenya, South Africa, Ethiopia +3
Languages: hau, yor, ibo, swa, amh +5

ML Collective

Ngo established
Distributed (US-based) Β· Est.
Non-profit research lab providing research opportunities to independent and underrepresented researchers. Runs multiple African language NLP projects ...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Nigeria, Ghana
Languages: yor, ibo, hau, ewe, lin +3

NaijaVoices

Community Initiative established
Nigeria (distributed; leadership in Canada/USA) Β· Est. 2021
Community-driven initiative building Africa's largest speech datasets for Nigerian languages. The NaijaVoices dataset contains 1,800+ hours of speech ...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Nigeria
Languages: ibo, hau, yor

National Centre for Artificial Intelligence and Robotics (NCAIR)

Government established
Wuye District, Abuja, Nigeria Β· Est. 2020
NCAIR is a special purpose vehicle of NITDA (National Information Technology Development Agency) created to promote research and development on emergi...
🌐 Website Β· πŸ€— HuggingFace
Countries: Nigeria
Languages: yor, hau, ibo, eng

RobotsMali

Ngo established
Bamako, Mali Β· Est. 2017
RobotsMali is a centre dedicated to training and innovation in robotics and artificial intelligence, working to democratize access to emerging technol...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Mali
Languages: bam

Sunbird AI

Non-Profit Research Organization established
Kampala, Uganda Β· Est. 2019
Sunbird AI is a non-profit research organization based in Kampala, Uganda that builds and deploys practical AI systems for African contexts. Their foc...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: Uganda, Kenya
Languages: lug, nyn, ach, teo, lgg +1

UBC Deep Learning & NLP Lab

University established
Vancouver, Canada (University of British Columbia) Β· Est. ~2018
Research lab at the University of British Columbia led by Muhammad Abdul-Mageed, focused on deep representation learning and natural language socio-pr...
🌐 Website Β· πŸ“¦ GitHub Β· πŸ€— HuggingFace
Countries: β€”
Languages: hau, yor, ibo, bam, twi +6

Umbaji

Startup early
LomΓ©, Togo Β· Est.
Togo-based organization building NLP resources for Togolese languages. Developed the Eyaa-Tom multilingual speech corpus (30.9 hours across 10 Togoles...
🌐 Website Β· πŸ€— HuggingFace
Countries: Togo
Languages: ewe

YUX Design / Kitala AI

Startup established
Dakar, Senegal Β· Est. 2016
African design and innovation firm with offices in Dakar, Accra, Lagos, Abuja, Brazzaville, Kigali, and Nairobi. ~50 staff including ML engineers and ...
🌐 Website Β· πŸ“¦ GitHub
Countries: Senegal, Ghana, Nigeria, Republic of the Congo, Rwanda +1
Languages: wol, hau

Benchmark coverage β€” focus languages

What is benchmarking? Benchmarking measures how well an NLP model performs on a standardised test set, producing scores like Word Error Rate (WER) for speech or BLEU for translation. Comparable scores across models and languages make it possible to identify gaps and prioritise where new tools are needed.

For this study we compiled over 1,600 publicly reported benchmark results from model papers, leaderboards and evaluation campaigns. Detailed results for each language are available on the individual language pages. For languages where no published evaluation existed, we manually ran 28 additional evaluations using held-out test data. For more information on our methodology and detailed results check CLEAR Global's Github repository.

The tables below give an overview of which languages have benchmark results for each NLP task (ASR, TTS, MT, LLM), and which ones we ran manually as part of this study where no published evaluation existed. Click any language name to see the detailed results.

Priority languages (15)

MoorΓ©DyulaFulaWestern Niger FulfuldeNigerian FulfuldeGourmanchΓ©BambaraSoninkeMaasina FulfuldeEscarpment DogonKoyraboro SenniTwiDagbaniEweHausa
ASR
✎
βœ“
βœ“
–
✎
–
βœ“
✎
–
–
–
βœ“
✎
✎
βœ“
TTS
–
–
–
–
–
–
–
–
–
–
–
βœ“
–
βœ“
βœ“
MT
βœ“
βœ“
βœ“
–
✎
–
βœ“
–
–
βœ“
–
βœ“
✎
βœ“
βœ“
LLM
βœ“
βœ“
βœ“
–
βœ“
–
βœ“
–
–
–
–
βœ“
–
βœ“
βœ“

Extended languages (19)

YorubaIgboWolofKrioTemneGaKanuriCongo SwahiliLingalaSangoMandinkaAkanPularMendeFangLiberian KreyolChadian ArabicFonGuinea-Bissau Creole
ASR
βœ“
βœ“
βœ“
–
–
βœ“
βœ“
–
βœ“
–
–
βœ“
βœ“
–
–
–
–
βœ“
–
TTS
βœ“
–
–
–
–
–
βœ“
–
βœ“
–
–
βœ“
–
–
–
–
–
–
–
MT
βœ“
βœ“
βœ“
βœ“
–
–
–
–
βœ“
βœ“
–
βœ“
–
–
–
βœ“
–
βœ“
βœ“
LLM
βœ“
βœ“
βœ“
–
–
–
βœ“
–
βœ“
βœ“
–
βœ“
–
–
–
–
–
βœ“
–
βœ“Published benchmark✎Evaluated for this study–No valid test data

Sources

All data sources used to populate this report β€” reference data, model/dataset coverage, and benchmark evaluations. 19 of 23 benchmark sources have scores extracted and included.

Source ↑ Type β‡… Focus Languages Benchmarks Description
African Language Grid Reference β€” β€” Comprehensive spreadsheet of African languages with ISO codes, countries, populations, and endangerment status. Compiled by Martin Benjamin. Also source of tech resource flags (NLLB-200, mBERT, FLEURS, MADLAD-400, Aya-101, Fineweb2, AfroLID, CMU Wilderness, MAFAND, AfriHate, NaijaVoices, Google Translate, mBart-50, M2M-100).
AfricaNLP 2026 Workshop Proceedings Reference β€” β€” Annual workshop on NLP for African languages, co-located with EACL 2026 (Rabat, Morocco, March 28 2026). Papers on ASR, MT, TTS, LLM evaluation for African languages. Source for identifying new actors and benchmarks.
AfriNLLB ModelBenchmark hau, yor, lin, wol INCLUDED Lightweight translation models for African languages based on NLLB-200 600M, compressed via iterative layer pruning and quantization (AfricaNLP 2026). Evaluated on FLORES-200.
AfriqueLLM (McGill-NLP) Model ewe, hau, ibo, yor, lin, twi, wol INCLUDED Continual pre-trained LLMs on 20 African languages. Evaluated on MT, topic and intent classification.
AfroBench-Lite (McGill-NLP) Benchmark hau, ibo, lin, wol, yor INCLUDED Aggregate scores across 15 NLP tasks and 22 datasets for African languages. 24 models evaluated including open-weight and proprietary.
Bambara ASR Leaderboard (MALIBA-AI) Benchmark bam INCLUDED Bambara-specific ASR model comparison. Multiple models benchmarked on HuggingFace Space.
BibleMMS-TTS Dataset gux β€” The dataset associated with the paper "Meta Learning Text-to-Speech Synthesis in over 7000 Languages" by Florian Lux et al. 2000 spoken utterances per language using subsets of the eBible dataset that are under free licenses as text input to the MMS TTS models.
BLOOM / BLOOMZ Model aka, bam, fon, ibo, lin, twi, wol, yor NOTED 176B multilingual model with published evaluation results on HuggingFace.
BOUQuET / OMT-LLaMA (Meta/FAIR) DatasetBenchmark hau, bam, twi, mos, fuv, dts, yor, ibo, wol, lin, lir INCLUDED 275-language human-created MT evaluation dataset (OmnilingualMT, Meta/FAIR 2026). chrF++ scores for OMT-LLaMA 8B. Values pending release from leaderboard.
CLEAR Global Language Use Data Platform (LUDP) Reference β€” β€” Subnational language use data for 23 WCA countries. Shows languages spoken at home by proportion of population, with interactive maps.
CLEAR Global Manual Benchmarking Benchmark mos, fuv, snk, dag, ewe INCLUDED Manual benchmark evaluations conducted by CLEAR Global as part of this study, for priority languages where no published evaluation existed: MoorΓ© (ASR), Nigerian Fulfulde (ASR + MT), Soninke (ASR), Dagbani (ASR + MT), and Ewe (ASR).
CLEAR Global TWB Voice Model hau, kau INCLUDED CLEAR Global's Whisper and wav2vec-BERT fine-tunes plus TTS models for Hausa and Kanuri.
Common Voice (Mozilla) Dataset dag, dyu, fan, hau, ibo, twi, yor β€” Community-driven multilingual speech dataset. Provides validated speech hours, clips, and speaker counts per language. Used for ASR training and evaluation.
EQUATE Index Reference β€” β€” Language AI Readiness Index from Cambridge University. Covers 6,003 languages across 3 dimensions β€” AI resources, digital infrastructure, socioeconomics.
Fair Forward AI Language Proficiency Monitor Benchmark aka, bam, dyu, ewe, fon, fuv, hau, ibo, lin, mos, sag, wol, yor INCLUDED Auto-updating LLM leaderboard by BMZ/GIZ/DFKI evaluating 37+ models (commercial APIs + open-weights) on 200+ languages. Tasks: translation (FLORES+ SpBLEU/ChrF), classification (SIB-200), QA (MMLU, ARC), math (MGSM). Caveat: n=10 sentences per evaluation. Paper: arXiv:2507.08538.
FLEURS Dataset ful, hau, ibo, lin, wol, yor β€” Standard speech evaluation dataset used by Whisper, MMS, and others. 102 languages. Benchmark scores tracked per model (MMS, Whisper), not per dataset.
Goldfish Model mos, dyu, ful, bam, twi, ewe, hau, yor, ibo, wol, lin, sag, aka, fon, kau INCLUDED Monolingual language models (up to 125M params) for 350 languages, trained on 5MB–1GB of text. FLORES log-perplexity evaluation.
HuggingFace Model Hub β€” β€” Model and dataset hub. We query the API to find ASR, TTS, MT, and LLM models and datasets tagged with each language's ISO code.
IrokoBench Benchmark ewe, hau, ibo, lin, twi, wol, yor INCLUDED 16 African languages benchmark: AfriXNLI, AfriMGSM, AfriMMLU. 10 open + 4 proprietary LLMs.
Kreyol-MT ModelBenchmark kri, pov, sag INCLUDED Bible-parallel MT benchmark for creole and low-resource languages. BLEU scores included with caveat on domain generalization.
LLaMAX Model ful, hau, ibo, lin, wol, yor NOTED LLaMA2/3 series with multilingual continual pre-training focused on translation across 102 languages (EMNLP 2024 Findings). Evaluated on FLORES-101; outperforms other open-source LLMs by 10+ spBLEU and matches M2M-100-12B on translation.
MADLAD-400 Model hau, ibo, yor, wol, ewe, lin, sag, aka, fon, dyu, bam, kri, ffm, ful INCLUDED Translation model covering 400+ languages.
MAFAND-MT DatasetBenchmark bam, ewe, fon, hau, ibo, mos, twi, wol, yor INCLUDED News-domain machine translation benchmark for African languages (NAACL 2022). Parallel corpora in 16 African languages paired with English and French. Used as test set in the NLLB paper (Table 38) for fra↔{bam,ewe,fon,mos,wol} directions.
MMS (Meta Massively Multilingual Speech) Model mos, dyu, ful, gux, bam, dts, ses, ewe, hau, yor, ibo, wol, kri, tem, lin, sag, mnk, aka, men, fon INCLUDED Massively Multilingual Speech. 1,100+ languages. Table A3 (FLEURS-102 CER, fine-tuned) extracted for hau, ful, ibo, lin, wol, yor. Table A1 (FLEURS WER vs Whisper, 1107-lang model) extracted for hau and yor. Per-language scores for non-FLEURS languages not available in paper or repo.
NLLB/FLORES (Meta) ModelBenchmark mos, dyu, ful, bam, twi, ewe, hau, yor, ibo, wol, lin, sag, aka, fon, knc INCLUDED No Language Left Behind. Extracted benchmarks for hau, ibo, yor (eng pairs); mos, bam (fra pairs) and aka. No evaluation found for dyu, ful.
Omnilingual ASR Model aka, bam, dag, dts, dyu, ewe, fan, fon, ful, gux, hau, ibo, kri, lin, lir, men, mnk, mos, pov, sag, ses, snk, tem, wol, yor PARTIALLY_INCLUDED Meta Research wav2vec2 + LLaMA multilingual ASR covering 1,672 language-script pairs (1,650 unique ISO 639-3 codes). Most inclusive ASR model for WCA languages. Some languages benchmarked through PazaBench. Will run evaluations especially for languages with no other ASR benchmarks (dag, dts, dyu, fan, fon, gux, kri, lir, men, mnk, pov, sag, ses, snk, tem).
PazaBench (Microsoft) Benchmark dyu, ful, hau, ibo, lin, twi, wol, yor INCLUDED Microsoft benchmark evaluating 52 ASR models on 39 African languages with CER and WER metrics.
Sahara (UBC-NLP) Benchmark hau, yor, ibo, wol, ful, lin, twi, aka, fon, bam INCLUDED 517 languages, 16 NLP tasks, 24 models. ACL 2025.
Seamless (Meta) Model ful, yor, ibo NOTED SeamlessM4T multimodal translation model. ASR, MT, and TTS in one model.
SimbaBench BenchmarkDataset aka, dyu, ewe, fon, fuf, gaa, hau, ibo, lin, twi, wol, yor INCLUDED Voice of a Continent benchmark dataset by UBC-NLP. 12 ASR models + 2 TTS models across 61 African languages. EMNLP 2025.
WaxalNLP Dataset aka, bam, dag, ewe, ful, hau, ibo, lin, twi, wol, yor β€” Large-scale multilingual speech corpus by Google for 31 African languages, providing ASR and TTS training data. Released February 2026 (arxiv:2602.02734).
Whisper (FLEURS WER) Model hau, yor, lin INCLUDED OpenAI Whisper evaluated on FLEURS benchmark. 6 model sizes with WER scores.
Wikipedia Reference β€” β€” Used to fetch language metadata β€” language family, speaker counts, writing systems, and official status information.