Check out https://github.com/jhj0517/Whisper-WebUI

I ran it last night using docker and it worked extremely well. You need a HuggingFace read-only API token for the Diarization. I found that the web UI ignored the token, but worked fine when I added it to docker compose as an environment variable.

WhipserX's diarization is great imo:

    whisperx input.mp3 --language en --diarize --output_format vtt --model large-v2

Works a treat for Zoom interviews. Diarization is sometimes a bit off, but generally its correct.

Proper diarization still remains a white whale for me, unfortunately.

Last I looked into it, the main options required API access to external services, which put me off. I think it was pyannotate.audio[1].

[1]: https://github.com/pyannote/pyannote-audio