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Top 7 vq-vae open source projects

Jukebox

Code for the paper "Jukebox: A Generative Model for Music"

✭ 4,863

python Cuda Jupyter Notebook C++shell CSS pytorch audio music paper transformer generative-model vq-vae

Diverse-Structure-Inpainting

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

✭ 131

python tensorflow attention generative-adversarial-networks inpainting multimodal vq-vae autoregressive-neural-networks

interactive-spectrogram-inpainting

Implementation of the framework described in the paper Spectrogram Inpainting for Interactive Generation of Instrument Sounds published at the 2020 Joint Conference on AI Music Creativity.

✭ 26

python Jupyter Notebook Dockerfile audio nsynth vq-vae vq-vae-2 gansynth

VQ-VAE withPixelCNNprior

Implementation of Vector Quantised VAE (VQ-VAE) with PixelCNN prior in Tensorflow.

✭ 26

python tensorflow pixelcnn vq-vae

vqvae-2

PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"

✭ 65

python pytorch generative-model vae vq-vae vq-vae-2

Generative-Model

Repository for implementation of generative models with Tensorflow 1.x

✭ 66

Jupyter Notebook gan infogan dcgan vae beta-vae wgan lsgan cyclegan cgan wgan-gp generative-models pggan stargan vq-vae stylegan singan hologan aggan raindrop-removal

benchmark VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

✭ 1,211

python benchmarking reproducible-research pytorch comparison vae pixel-cnn reproducibility beta-vae vae-gan normalizing-flows variational-autoencoder vq-vae wasserstein-autoencoder vae-implementation vae-pytorch

1-7 of 7 vq-vae projects