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

Congo Swahili

swc

🌍 General Information

swc
β€”
congo swahili
cong1236
Niger–Congo
Latin script ( Roman Swahili alphabet ) Arabic script ( Arabic Swahili alphabet ) Swahili Braille
2.0 million
9.1 million
9100000 (10⁢+)
safe
Democratic Republic of Congo
Congo Swahili, ZaΓ―re Swahili

πŸ—ΊοΈ Language Use

Data from CLEAR Global's Language Use Data Platform.

πŸ‘₯ Actors (1)

CLEAR Global (Ngo)

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

πŸ€– NLP & Tech Resources

βœ“ AfroLID
βœ“ Fineweb2: πŸ’¬

πŸ“ Notes

Observations

  • Major lingua franca in eastern DRC
  • Substantial difference with coastal Swahili (Kenya, Tanzania)
  • MT focused work by CLEAR Global (Models not on HuggingFace)

ASR Models (1)

ModelDownloadsLikes
espnet/xeus 60 146

View on HuggingFace: swc: 1

TTS Models (0)

No TTS models found.

MT Models (11)

ModelSizeDownloadsLikes
Helsinki-NLP/opus-mt-swc-en β€” 166 0
Helsinki-NLP/opus-mt-en-swc β€” 53 0
Helsinki-NLP/opus-mt-sv-swc β€” 45 0
Helsinki-NLP/opus-mt-swc-fi β€” 44 0
Helsinki-NLP/opus-mt-swc-sv β€” 44 0
Helsinki-NLP/opus-mt-swc-es β€” 43 0
Helsinki-NLP/opus-mt-swc-fr β€” 43 0
Helsinki-NLP/opus-mt-fr-swc β€” 40 0
Helsinki-NLP/opus-mt-fi-swc β€” 39 0
vonjack/opus-mt-mul-en-big 0.3B 39 4
Helsinki-NLP/opus-mt-es-swc β€” 35 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

Datasets

ASR Datasets (0)

No datasets found.

TTS Datasets (0)

No datasets found.

Translation Datasets (2)

DatasetRowsDownloadsLikes
CLEAR-Global/Gamayun-kits 623.0K 54 2
SalomonMetre13/cd_multi_parallel_31k_v1 31.4K 3 0

View on HuggingFace: swc: 2