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i haven't them recently but in the past I found smaller companies are much better at customization. try assemblyai, deepgram, picovoice or speechmatics. picovo
by java_beyb 2y ago
i haven't them recently but in the past I found smaller companies are much better at customization.
try assemblyai, deepgram, picovoice or speechmatics.
picovoice is on-device, you gotta fine-tune the model, but it's pretty easy as it gives you pronunciation recommendations, and you can run them serverless. https://picovoice.ai/docs/leopard/#add-custom-vocabulary https://picovoice.ai/docs/leopard/#add-custom-vocabulary
the others do it through an API call and you gotta find your own pronunciation: https://docs.speechmatics.com/features/custom-dictionary https://docs.speechmatics.com/features/custom-dictionary
if you wanna go with whisper you can use picoVoice falcon or pyannote for speaker diarization:
https://picovoice.ai/blog/falcon-whisper-integration/ https://picovoice.ai/blog/falcon-whisper-integration/
https://github.com/yinruiqing/pyannote-whisper https://github.com/yinruiqing/pyannote-whisper