NunyaHotor/babel-initiative-african-lang-ai

The Babel Initiative is an open-source AI project for direct translation between African languages, preserving endangered linguistic heritage and enabling communication without colonial intermediaries. # The Babel Initiative An open-source AI project building direct translation models between African languages to preserve endangered heritage and foster connectivity, bypassing colonial intermediaries. ## 🎯 Mission & Vision To develop a scalable, culturally-aware AI system that enables accurate, direct translation between African languages without using English, French, or other colonial languages as a pivot. Our goal is to create a technological foundation for linguistic preservation and intra-African connectivity, combating language extinction and promoting digital sovereignty. ## 🤔 The Problem & Our Approach ### The Crisis Over 300 African languages are endangered (UNESCO). Dominant translation technology often excludes them or forces them through European-language pipelines, distorting meaning and accelerating cultural erosion. ### Our Solution We build direct, **low-resource translation models focused** on African language families. We prioritize community-sourced data, the integration of oral tradition, and ethical AI practices to ensure translations are accurate and culturally resonant. ## 🌍 Why This Matters This project is about more than technology: **Preservation:** Turns endangered languages into living digital resources. **Access:** Powers mother-tongue education, local media, and cross-border services. **Sovereignty:** Fosters an ecosystem of African-led language technology. ## 🛠️ Project Status This repository is in the early planning and research phase. We are currently: Defining project architecture and technical goals. Researching available datasets and methods for low-resource African languages. Building a community of contributors and partners. ## 🤝 How to Contribute We welcome developers, linguists, researchers, data specialists, and advocates. Here's how you can help: **Explore & Discuss:** Review our Project White Paper & Roadmap and join the conversation in GitHub Discussions. **Research:** Help survey existing datasets, ac …