Kinyarwanda
Proto's strongest low-resource model, built alongside the National Bank of Rwanda deployment.
What Kinyarwanda supports today
Understanding and reply in written conversation — the floor every language here has.
Speech-to-text and text-to-speech for recorded voice notes, processed in batch, not live.
Live, real-time speech on a voice call — not yet built for any language.
Measured against published targets
Measured performance of the deployed ASR and TTS models for Kinyarwanda, against Proto's target thresholds. Proto publishes these figures whether or not they clear the target.
Mean opinion score rates the naturalness of synthesised speech on a 1–5 scale. Tests ran on an Azure Standard NC4as T4 v3 instance with an NVIDIA Tesla T4 GPU; the ASR test set used audio samples of 5–10 seconds.
Where Kinyarwanda is deployed
Kinyarwanda handles consumer protection across more than 600 supervised financial institutions for the National Bank of Rwanda, and citizen support for the Government of Rwanda.
Deploy in Kinyarwanda
Our local team will benchmark against your own audio before you commit.