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@GhanaNLP

Ghana NLP

Open Source Initiative focused on Natural Language Processing (NLP) of Ghanaian Languages, & its Applications to Local Problems
README.adoc

We are currently working on research projects that improve machine translation, speech syhthesis and speech recognition for African languages Our community is made up of over 500 contributers who support several projects on a voluntary basis. We believe in community driven projects that drive innovation in natural language processing for Ghanaian languages.

You can join our community by sending a request via email - natural.language.processing.gh@gmail.com.

Featured Projects

  • nsanku, Evaluating zero-shot translation performance of LLMs for Ghanaian languages

  • GhanaLLM, A project to experiment with LLMs for Ghanaian languages

  • nkrane-gt, Terminolgy Controlled Machine Translation for Ghanaian languages

Popular repositories Loading

  1. kasa kasa Public

    English to Twi translation system being put together by the GhanaNLP team

    Jupyter Notebook 38 14

  2. ABENA ABENA Public

    Training Scripts for Various Language Models - BERT/mBERT, distilBERT, etc

    Python 22 6

  3. nsanku nsanku Public

    Evaluating zero-shot translation performance of LLMs for Ghanaian languages

    HTML 12 4

  4. ghanaian-nlp-datasets-models ghanaian-nlp-datasets-models Public

    This repository curates NLP datasets and models for languages spoken in Ghana.

    8 5

  5. ghananlp.github.io ghananlp.github.io Public

    Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

    JavaScript 5 8

  6. OCR-on-pdf OCR-on-pdf Public

    Chararacter recognition of PDF file to text file

    Jupyter Notebook 5 1

Repositories

Showing 10 of 29 repositories
  • nkrane-gt Public

    Enhance Google Translate with Terminolgy Controlled translation for Ghanaian languages

    GhanaNLP/nkrane-gt’s past year of commit activity
    Python 0 5 0 1 Updated Feb 5, 2026
  • .github Public

    Ghana NLP projects summary

    GhanaNLP/.github’s past year of commit activity
    1 0 0 0 Updated Feb 5, 2026
  • ghana-news-analysis Public

    A collaborative public information project to identify and visualize the Top 50 topics appearing in Ghanaian news.

    GhanaNLP/ghana-news-analysis’s past year of commit activity
    1 3 0 0 Updated Feb 3, 2026
  • GhanaNouns Public

    A large scale multilingual dataset of nouns that are relevant in the Ghanaian context.

    GhanaNLP/GhanaNouns’s past year of commit activity
    Python 0 1 0 0 Updated Feb 2, 2026
  • nsanku Public

    Evaluating zero-shot translation performance of LLMs for Ghanaian languages

    GhanaNLP/nsanku’s past year of commit activity
    HTML 12 4 0 0 Updated Jan 29, 2026
  • Ghana-QA Public

    Curating Question-Answer Pairs from Ghanaian Content

    GhanaNLP/Ghana-QA’s past year of commit activity
    Python 3 2 0 0 Updated Jan 16, 2026
  • kasa Public

    English to Twi translation system being put together by the GhanaNLP team

    GhanaNLP/kasa’s past year of commit activity
    Jupyter Notebook 38 MIT 14 6 13 Updated Jan 13, 2026
  • akiti-translator Public

    A rule-based translator for short english sentences that runs very fast using CPU

    GhanaNLP/akiti-translator’s past year of commit activity
    Python 1 0 0 0 Updated Dec 16, 2025
  • bigram-language-id Public

    Using bigrams for language identification

    GhanaNLP/bigram-language-id’s past year of commit activity
    0 0 0 0 Updated Nov 25, 2025
  • GhanaLLM Public

    A project to experiment with LLMs for Ghanaian languages

    GhanaNLP/GhanaLLM’s past year of commit activity
    4 2 0 0 Updated Oct 28, 2025
View all repositories

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