Note that only the guitar track is shown.
Strategy | Result |
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raw prediction of the pretrained G |
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Bernoulli sampling (at test time) |
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hard thresholding (at test time) |
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proposed model with SBNs |
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proposed model with DBNs |
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The audio samples presented below are in a high temporal resolution of 24 time steps per beat. Hence, they are not directly comparable to the results presented on the MuseGAN website.
No cherry-picking. Some might sound unpleasant. Lower the volume first!
Model | Result |
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hard thresholding (at test time) | |
Bernoulli sampling (at test time) | |
proposed model (+SBNs) | |
proposed model (+DBNs) | |
end-to-end model (+SBNs) | |
end-to-end model (+DBNs) |