Train Segmentation and Embedding Model From Scratch #125
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Hi @eggplant95,
You need to download both audio and RTTM files for the datasets we used (we are not allowed to provide them ourselves) and then run
To train a segmentation model from scratch you can follow the part of the tutorial with the title "Training a voice activity detection model from scratch", but replacing the |
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Hi, Thank you for your awsome contribution.
I have learnt how to finetune your pretrained segmentation model in https://github.com/pyannote/pyannote-audio/blob/develop/tutorials/training_a_model.ipynb. However, it didn't mention how to train a segmentation from scratch.
I would like to know how could I reproduce your work with the listed data in your paper? Futhermore, how could I train a model from scratch with my own data? Is there any pipeline about the training details?
I would be much appreciated if you could tell me more about these details. Thank you very much.
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