404 Client Error for speaker-embedding.onnx about whisperx

[ulfkemmsies]

I also have this error. This seems like a simple fix!

[Lucidology]

I have this error as well

[Lucidology]

Fix:
This bug was caused by the fix for another bug from #499

It said to:

pip install pyannote.audio==3.0.1
pip uninstall onnxruntime
pip install --force-reinstall onnxruntime-gpu

I did:

pip uninstall pyannote.audio
pip install pyannote.audio

And now it works, I can fully transcribe and diarize a sound file, I have not tested if this still has the problem from 499 where diarization is slow and runs on the CPU. There is probably a way to pass in the device using python code or maybe just hack the code.

[SeeknnDestroy]

hi @eliich, your pyannote.audio version should match with the diarization pipeline model. please chech it via pip show pyannote.audio, if it shows:

Name: pyannote.audio
Version: 3.0.1

then use:

diarize_model = whisperx.DiarizationPipeline(model_name="pyannote/speaker-diarization-3.0", use_auth_token=hf_token, device=self.device)
diarize_segments = diarize_model(audio)
result = whisperx.assign_word_speakers(diarize_segments, result)

let me know if it helps!