Demo
Upload a Swahili recording or record from your mic. We run it through two models in parallel — our fine-tuned checkpoint and out-of-the-box Whisper — so you can see the difference. No account required. Fair-use limits may apply.
Accuracy check (optional)
Paste the correct transcript to measure word error rate. We normalize text the same way for both models so the comparison is fair.