C-elo

Blog

Research updates, technical deep dives, and insights on building AI for African languages.

June 07, 2026

Kikuyu TranslateGemma 4B: Faster, Smaller, Better

How we replaced our 12B Kikuyu translation model with a faster TranslateGemma-4B rsLoRA model, improving BLEU to 21.93 while making C-elo Translate feel usable on the web.

researchtranslationgemmaproduction

February 14, 2026

Adapting the Mimi Neural Codec for Kikuyu Speech

How we fine-tuned Kyutai's Mimi codec on 750+ hours of Kikuyu audio with a custom pitch-preservation loss — achieving 0.0710 val loss and 1.1 Hz pitch error.

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In Progress

December 22, 2025

Speech-to-Speech AI for African Languages

Our architecture for real-time voice chatbots using the Mimi neural codec, preserving tonal fidelity in Kikuyu.

voice-airesearch
In Progress

December 10, 2025

The 750-Hour Kikuyu Dataset: African Next Voices

How we're leveraging the African Next Voices initiative's audio corpus to train robust Speech-to-Speech models for Kikuyu.

datasetaudio