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New feature for database adaptation #13

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mimbres opened this issue Jul 13, 2021 · 0 comments
Closed

New feature for database adaptation #13

mimbres opened this issue Jul 13, 2021 · 0 comments
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@mimbres
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mimbres commented Jul 13, 2021

After thinking a bit more, it would be nice to add a few lines to allow loading from other devices. Someone like @Mihonarium might want to load a pre-trained checkpoint and further train with different music data. As mentioned in the paper section 4.2, I've seen small performance gains by using 10% of test-dummy-set as training data. I call this use case as "seen database" to distinguish with general cases of fully "unseen" test set.

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What's even more strange, the issue with a lot of warnings appears only with run.py train and doesn't appear for generate.

The notebook: https://gist.github.com/Mihonarium/e3fd355cb560b82373fd2186139f1bc2 (the last cells show that generate and training from scratch work).

Originally posted by @Mihonarium in #10 (comment)

@mimbres mimbres self-assigned this Jul 13, 2021
Rodrigo29Almeida pushed a commit to Rodrigo29Almeida/neural-audio-fp that referenced this issue Apr 16, 2024
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