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Published 20 hours ago • verified publisher icon chrisdonahue

Overtraining

Open JordanDavis-1 opened this issue 2 years ago • 2 comments

Has anyone run into the problem of overtraining with their models? I’m doing quite a bit of different datasets and starting to worry about it with some of the results coming back extremely similar.

I’m using ~500-1000 unique .wav per model

JordanDavis-1 avatar Apr 10 '22 06:04 JordanDavis-1

How do you even get this to run anymore? I just became familiar with it and can’t get a Jupyter notebook up and running in Colab to train. Have one that works here in 2022?

I’ll send you coffee, cigs, and donuts. (Seriously.)

kcrosley-leisurelabs avatar Apr 12 '22 07:04 kcrosley-leisurelabs

I have created an updated fork of this repository migrated to run on Tensorflow 2. You may have more success getting it to run in modern environments, especially if you are aiming to train on newer GPU hardware. https://github.com/mattjwarren/wavegan

mattjwarren avatar Oct 25 '22 18:10 mattjwarren