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sappho192 avatar sappho192 commented on June 25, 2024

Just in case, I've been using the latest version of NeMo with:

apt-get update && apt-get install -y libsndfile1 ffmpeg
git clone https://github.com/NVIDIA/NeMo
cd NeMo
./reinstall.sh

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anteju avatar anteju commented on June 25, 2024

@tango4j, could you check the above issue with num_speakers and sentence_length_params?

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stevehuang52 avatar stevehuang52 commented on June 25, 2024
  1. How can I ensure that every session has exactly as many speakers as num_speakers?

We need a little more time to figure out why enforce_num_speakers: true is not working as expected for 10mins sessions and more than 4 speakers. @tango4j we have a primitive fix in mind but need to further test it

  1. Why the default value of sentence_length_params is not an integer?

You're right that the k in sentence_length_params should usually be an integer. We use a default 0.4 in order to match the segment length distribution in AMI dataset, but you can set it to other integer values, and that would generally increase the lengths of segments

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