Verified Speech Path

N'Ko live speech transcription

This page now targets the real N'Ko ASR service rather than generic Whisper text transcription. Speak Bambara, inspect the N'Ko output first, then review the Latin bridge and optional translations.

N'Ko speech studio

The web app now expects the verified N'Ko ASR service instead of generic Whisper transcription.

Default output lanes

Every run returns N'Ko, the Latin Bambara bridge, and lightweight English/French interpretation lanes. The live path prioritizes fast ASR first instead of blocking on a heavyweight translation model.

Capture

Record a short Bambara phrase.

Runtime

Ready to listen.

N'Ko

ߒߞߏ ߞߎߡߊ ߟߊߓߊ߲

Latin bridge

The deterministic bridge appears here after transcription.

English

English interpretation appears here when the live dictionary path has enough signal.

French

French interpretation stays visible by default; deeper translation can run after the ASR result stabilizes.

Confidence —