[R] My simple Transformer audio encoder gives the same output for each timestep after the encoder

• taming-transformers

  35 5,405 0.0 Jupyter Notebook

  Taming Transformers for High-Resolution Image Synthesis

  

What’s your goal exactly? Are you trying to make a transformer based auto encoder of audio spectrograms? If so you should either start with either a proven ViT-based AE implementation (either a VAE or a VQ-GAN). But I don’t see why you necessarily need a ViT for this, if you’re working at a much smaller scale a convolutional architecture is plenty and much more amenable to beginners. See https://github.com/CompVis/taming-transformers for an example of a convolutional VQ GAN.

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