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Audio Synthesis by Generative Adversarial Network (GAN)

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Hina Ashraf 2020-9-23

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回答： jibrahim 2020-9-24

Has anyone worked in audio synthesis using GAN?

I am trying to implement the matlab code using magnitude and phase information (e.g. 128x128x2), which means I have two images one for magnitude and one for phase. Mainly, GANSynth work. The spectrogram based implementation MATLAB already provides. I want to check the results for my audio dataset (not music) using both Magnitude and Phase spectrograms. Any help would be highly appreciated.

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jibrahim 2020-9-24

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Hi Hina,

Please check this exaample:

Train Generative Adversarial Network (GAN) for Sound Synthesis

https://www.mathworks.com/help/audio/ug/train-gan-for-sound-synthesis.html;jsessionid=13f059d539541a16eddd3721a7b7

It only uses magnitude information (and reconstructs the phase), but it should get you started.

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