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Microsoft has a tool that accepts wav or mp3 and transcribes it. But I do not think it can distinguish between speakers. How well does Whisper work in terms o
by tmaly 3y ago
Microsoft has a tool that accepts wav or mp3 and transcribes it.
But I do not think it can distinguish between speakers.
How well does Whisper work in terms of correctness for single speakers?
- elektor 3y agoUsing the large model, it works really well, even in low volume settings/speakers mumbling. Some of my transcripts are pharma related and Whisper stumbles on the drug names, but I’m pretty understanding of that.
- java_beyb 3y agowhat you're looking for is called diarization. almost all enterprise STTs do that, you can find individual libraries on GitHub too. fine-tuning whisper is a nightmare, I don't know what the interviews are for, but again most enterprise STTs offer customization. you can add medical terminology. ---Google, Amazon and Nuance have medical models but either expensive or not available for personal projects.
- elektor 3y agoThanks for that! Searching for diarization really helped me narrow down for what I was looking for.