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Implementation of NWT, audio-to-video generation, in Pytorch. The paper proposes a new discrete latent representation named Memcodes, which can be succinctly described as a type of multi-head hard-attention to learned memory (codebook) key/values. They claim the need for less codes and smaller codebook dimensions in order to achieve better reconstructions.
Features
- Implementation of NWT
- Audio-to-video generation
- For Pytorch
- Multi-head hard-attention to learned memory (codebook) key / values
- Smaller codebook dimension
- Achieve better reconstructions
Project Samples
License
MIT LicenseFollow NWT - Pytorch (wip)
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