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audio2gif's Introduction

audio2gif

A audio-to-gif GAN

Thie repository implement a audio-visual GAN model.

Our code is based of StackGAN reference code https://github.com/hanzhanggit/StackGAN-Pytorch/tree/master/code

What we implement/modified:

  1. GAN:
    • Modify StackGAN to work with new data sources
    • Implement WGAN options in StackGAN
    • Implement two-stream network in StackGAN
  2. Audio:
    • All data preprocessing, feature extract
    • Implement and train AudioSet embedding
  3. Other:
    • Evaluation code for incpetion score + Fine tue VGG net for inception score
  4. Training:
    • Trained a lot of GANs ..... on both AudioSet and COCO (for testing) .

audio2gif's People

Contributors

wessu avatar jenniferlin0902 avatar

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Watchers

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