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MU-GAN outputs about nuwave HOT 2 CLOSED

listener17 avatar listener17 commented on July 22, 2024
MU-GAN outputs

from nuwave.

Comments (2)

junjun3518 avatar junjun3518 commented on July 22, 2024

Thanks for the first issue!

We self-implemented MU-GAN, while specific channels are not mentioned in the MU-GAN paper, we tested several channels for stable GAN training.

For NU-GAN, we did not use it for two reasons.
First, we want the "waveform-to-waveform" method to compare with our model. NU-GAN uses STFT magnitude as input. (It's why MU-GAN was applied)
Second, while the Transformer model for audio data needs lots of details, such as positional encoding, input length (need to be fixed if sinusoidal pos enc is applied), number of attention heads, etc, the NU-GAN paper did not provide these details.

from nuwave.

listener17 avatar listener17 commented on July 22, 2024

Thanks @junjun3518 Interesting insights/comments!

from nuwave.

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