Getting HFValidationError when loading SpeakerDiarization pipeline

[Skydddoogg]

I'm trying to load the SpeakerDiarization pipeline as follows:

from pyannote.audio.pipelines import SpeakerDiarization
import pickle

with open(model_path, 'rb') as handle:
    model = pickle.load(handle)
    model.eval()

pipeline = SpeakerDiarization(segmentation=model)

The above code works well on a ubuntu user (assumed A). However, it raises the error below when trying on another user under the same machine (assumed B):

  File "test.py", line 18, in load_pipeline
    pipeline = SpeakerDiarization(segmentation=model)
  File "/home/sky/miniconda3/envs/pyannote/lib/python3.8/site-packages/pyannote/audio/pipelines/speaker_diarization.py", line 163, in __init__
    self._embedding = PretrainedSpeakerEmbedding(
  File "/home/sky/miniconda3/envs/pyannote/lib/python3.8/site-packages/pyannote/audio/pipelines/speaker_verification.py", line 463, in PretrainedSpeakerEmbedding
    return SpeechBrainPretrainedSpeakerEmbedding(
  File "/home/sky/miniconda3/envs/pyannote/lib/python3.8/site-packages/pyannote/audio/pipelines/speaker_verification.py", line 242, in __init__
    self.classifier_ = SpeechBrain_EncoderClassifier.from_hparams(
  File "/home/sky/miniconda3/envs/pyannote/lib/python3.8/site-packages/speechbrain/pretrained/interfaces.py", line 367, in from_hparams
    hparams_local_path = fetch(
  File "/home/sky/miniconda3/envs/pyannote/lib/python3.8/site-packages/speechbrain/pretrained/fetching.py", line 120, in fetch
    fetched_file = huggingface_hub.hf_hub_download(
  File "/home/sky/miniconda3/envs/pyannote/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 112, in _inner_fn
    validate_repo_id(arg_value)
  File "/home/sky/miniconda3/envs/pyannote/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 166, in validate_repo_id
    raise HFValidationError(
huggingface_hub.utils._validators.HFValidationError: Repo id must use alphanumeric chars or '-', '_', '.', '--' and '..' are forbidden, '-' and '.' cannot start or end the name, max length is 96: 'speechbrain/spkrec-ecapa-voxceleb@5c0be3875fda05e81f3c004ed8c7c06be308de1e'.

This is so weird since it works on A but not on B. Any help would be appreciated.

Note that I use the following instructions to create the conda environment on both users:

conda create -n pyannote python=3.8
conda activate pyannote

# pytorch 1.11 is required for speechbrain compatibility
# (see https://pytorch.org/get-started/previous-versions/#v1110)
conda install pytorch==1.11.0 torchvision==0.12.0 torchaudio==0.11.0 -c pytorch

pip install pyannote.audio

[github-actions]

We found the following entry in the FAQ which you may find helpful:

• Does pyannote support streaming speaker diarization?

Feel free to close this issue if you found an answer in the FAQ. Otherwise, please give us a little time to review.

This is an automated reply, generated by FAQtory

[Skydddoogg]

I fixed it by changing self.embedding to "speechbrain/spkrec-ecapa-voxceleb". By doing so, the program downloaded some necessary files and worked like a charm! I tried changing it to the default and the program still worked.