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Generating audio music from images using Generative Adversarial Networks

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MP3-GAN

Generating Audio Music using Generative Adversarial Networks

Procedure:

  1. I downloaded the FMA Dataset: https://github.com/mdeff/fma/
  2. I converted the clips into images using PhotoSounder
  3. I cropped the images to 10-second clips
  4. I resized all images to be 512x512 pixels
  5. I trained StyleGAN, a generative adversarial network, to create new images similar to the audio images I created
  6. StyleGAN created similar images, which I then converted back into sound using PhotoSounder

Included: the easy Colab training and generating notebooks for StyleGAN

Image of Audio: Image of Audio Output from Photo Sounder

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Generating audio music from images using Generative Adversarial Networks

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