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Train single channel model using left or right channel

Open faroit opened this issue 5 years ago • 2 comments

Currently using train.py --nb-channels 1 will apply a downmix in the spectral domain inside the model to feed in only single channel audio.

However, I can think about applications where we do not have access to a wiener filter and therefore apply the model to each channel individually. In that case the performance might be better when the model was trained on just the left or the right channel. This can be fixed since we use channel swap augmentation.

faroit avatar Nov 30 '20 22:11 faroit

@aliutkus you agree?

faroit avatar Nov 30 '20 22:11 faroit

Provided default is channel swap in that case, yes

aliutkus avatar Dec 01 '20 07:12 aliutkus