What parameters to set to train a deeper network? about denoiser HOT 6 CLOSED

Just to report back to those interested in this:

On a subjective level, I feel like I do hear more high frequencies but not too much. I will try to be a bit more rigorous and look at the spectrograms + EQ.

However, I'm not sure if this is due to training 44kHz from scratch (I suspect this is the reason), or because I had my demucs.hidden set to 96 and depth set to 6 instead of 5 (I doubt this had any effect).

I will do another test by training from scratch with demucs.hidden set to 64 and compare.

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you could try to increase the depth of the network to 6, not sure it will help though.

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Thank you! I will give it a shot but am curious if you have any tips on what might help for a higher-res sound.

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You can have a look at this issue where the topic was discussed: #19

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Ah I see, yeah I guess I will also try setting demucs.hidden to 64 or maybe even higher when training on 44.1kHz.

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@youssefavx I was also interested in developing a version of the denoiser that was trained on 44.1kHz - did setting demucs.hidden to 64 improve performance?

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