2020-12-30 08:02

Noise segments

Hi, and thanks for sharing this wonderful model. I must say, it is probably the best model I've tried so far for sample-by-sample generation.

I do have a question, though: I constantly end up having noise-burst or noise-segments on my generated audios; sometimes that covers the whole generation, sometimes it just comes at a certain point.

This does not seem to improve with epochs (after a couple of days of training, I still have the same noise burst), and this seems to happen throughout different datasets (mostly classical music) - oddly enough, this seems to be better in noisy datasets, such as rain or water sounds :)

Does anyone have an idea of how to avoid or limit this issue? Is there a parameter I should fine tune for this?

Thanks again, Daniele


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