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slp-rl / aero

This repo contains the official PyTorch implementation of "Audio Super Resolution in the Spectral Domain" (ICASSP 2023)
MIT License
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Training logs #4

Closed lsw5835 closed 1 year ago

lsw5835 commented 1 year ago

Hi, thanks for great work.

Could you share training logs of your trained model. Since i am trying to make 24k -> 48k aero model, it would be great help if you can share some training logs.

m-mandel commented 1 year ago

Hey!

Here is a trainer log of a run aero-nfft=512-hl=64 (num. fft = 512, hop length = 64). Hope it helps!

trainer.log

abreuwallace commented 1 year ago

Hey!

Here is a trainer log of a run aero-nfft=512-hl=64 (num. fft = 512, hop length = 64). Hope it helps!

trainer.log

This is really helpful! I am training your model and the increase of total loss made me think I was doing something wrong. Is there any explanation for this loss behaviour? I see that it is mostly due to Generator_features_melgan_loss.