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Empowering African Languages through NLP: KenCorpus Project

About the Case Study

The KenCorpus Project addresses the digital marginalization of African languages by empowering communities to create digital language infrastructure. Led by Dr. Lilian Wanzare, the initiative involves collecting traditional stories, building translation and speech recognition systems with Kiswahili as an anchor, and developing community-based licensing frameworks. This participatory approach challenges traditional AI development by focusing on small, domain-specific models and fostering local expertise, demonstrating a new paradigm for technology that prioritizes human dignity, cultural preservation, and community empowerment.

 

The Toolbox applies a Human Rights-based AI Lifecycle Framework, integrating reflective questions and the Human Rights Impact Assessment (HRIA) developed with the Alan Turing Institute.

It emphasizes participatory, multidisciplinary approaches and is rooted in feminist, decolonial, and Justice, Equity, Diversity, and Inclusion (JEDI) principles and incorporates lessons from emerging digital rights challenges, ensuring AI systems are designed with safety and dignity at their core.

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