vq-vae

There are 27 repositories under vq-vae topic.

openai / jukebox
Code for the paper "Jukebox: A Generative Model for Music"
paper audio music pytorch generative-model vq-vae transformer
Language:Python 8027
clementchadebec / benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
vae benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder
Language:Python 1962
rosinality / vq-vae-2-pytorch
Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch
vq-vae vq-vae-2
Language:Python 1778
ritheshkumar95 / pytorch-vqvae
Vector Quantized VAEs - PyTorch Implementation
deep-learning vae pytorch generative-models vq-vae
Language:Python 936
Mael-zys / T2M-GPT
(CVPR 2023) Pytorch implementation of “T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations”
gpt motion-generation vq-vae
Language:Python 704
zalandoresearch / pytorch-vq-vae
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
deep-learning pytorch vae vq-vae
Language:Jupyter Notebook 589
nadavbh12 / VQ-VAE
Minimalist implementation of VQ-VAE in Pytorch
vae deep-learning mnist deep-neural-networks vq-vae pytorch
Language:Python 549
EugenHotaj / pytorch-generative
Easy generative modeling in PyTorch
image-generation autoregressive-neural-networks pixelcnn pixelsnail image-gpt generative-models vq-vae paper-implementations vd-vae beta-vae variational-autoencoders pytorch-generative
Language:Python 438
bshall / ZeroSpeech
VQ-VAE for Acoustic Unit Discovery and Voice Conversion
pytorch vq-vae voice-conversion zerospeech acoustic-features speech-synthesis
Language:Python 340
rese1f / Awesome-VQVAE
A collection of resources and papers on Vector Quantized Variational Autoencoder (VQ-VAE) and its application
artificial-intelligence machine-learning representation-learning variational-autoencoder vq-vae
320
swasun / VQ-VAE-Speech
PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]
pytorch speech speech-processing vq-vae vq-vae-wavenet wavenet
Language:Python 269
sony / sqvae
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
bayesian deep-generative-model generative-model gumbel-softmax machine-learning pytorch vae variational-autoencoder vector-quantization vq-vae
Language:Python 191
USTC-JialunPeng / Diverse-Structure-Inpainting
CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"
attention autoregressive-neural-networks generative-adversarial-networks inpainting multimodal tensorflow vq-vae
Language:Python 187
hhguo / MSMC-TTS
Official Implement of Multi-Stage Multi-Codebook (MSMC) TTS
deep-learning gan speech-synthesis text-to-speech tts vocoder vq-vae vqgan
Language:Python 167
vvvm23 / vqvae-2
PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"
generative-model pytorch vae vq-vae vq-vae-2
Language:Python 161
awei669 / VQ-Font
[ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles
contrastive-learning few-shot-learning font-generation iccv2023 pytorch vq-vae
Language:Jupyter Notebook 145
bshall / VectorQuantizedCPC
Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion
pytorch voice-conversion contrastive-predictive-coding vq-vae speech-synthesis zerospeech acoustic-features
Language:Python 143
samxuxiang / hnc-cad
[ICML 2023] Official PyTorch Implementation of "Hierarchical Neural Coding for Controllable CAD Model Generation".
computer-aided-design generative-model hierarchy transformer vq-vae 3d autocomplete controllable-generation pytorch shape-completion masking
Language:Python 137
MIMICLab / L-Verse
L-Verse: Bidirectional Generation Between Image and Text
deep-learning pytorch pytorch-lightning l-verse vq-vae transformer image-to-text text-to-image image-captioning
Language:Python 109
1Konny / VQ-VAE
Pytorch Implementation of "Neural Discrete Representation Learning"
vq-vae pytorch vector-quantization deep-learning
Language:Jupyter Notebook 91
Neur-IO / OptVQ
Towards training VQ-VAE models robustly!
optimal-transport vector-quantization vector-quantized vq-vae vqgan vqvae
Language:Python 84
dhgrs / chainer-VQ-VAE
A Chainer implementation of VQ-VAE.
vq-vae chainer wavenet voice-conversion
Language:Python 82
VQVDB
ZephirFXEC / VQVDB
OpenVDB Fog Volume Compression using VQ-VAE Neural Network
cuda machine-learning openvdb vq-vae
Language:C++ 82
bshall / VectorQuantizedVAE
A PyTorch implementation of "Continuous Relaxation Training of Discrete Latent Variable Image Models"
pytorch vq-vae vae generative-models
Language:Jupyter Notebook 73
hyperion-ml / hyperion
Python toolkit for speech processing
speaker-recognition adversarial-attacks x-vectors nist-sre cifar mnist voxceleb pytorch plda calibration vq-vae vae sre19-cts resnet efficientnet transformer conformer sre19-av sre21 sre20-cts
Language:Python 72
Kyushik / Generative-Model
Repository for implementation of generative models with Tensorflow 1.x
gan vae dcgan lsgan wgan wgan-gp cgan infogan cyclegan stargan aggan vq-vae beta-vae hologan generative-models raindrop-removal singan stylegan pggan
Language:Jupyter Notebook 71
Neur-IO / ReVQ
Explore how to get a VQ-VAE models efficiently!
autoencoder quantizer tokenizer vector-quantization vq-vae
Language:Python 62
explainingai-code / VQVAE-Pytorch
This repo implements VQVAE on mnist and as well as colored version of mnist images. It also implements simple LSTM for generating sample numbers using the encoder outputs of trained VQVAE
pytorch vq-vae vqvae
Language:Python 59
MKJia / MGVQ
[Arxiv'25] MGVQ: Could VQ-VAE Beat VAE? A Generalizable Tokenizer with Multi-group Quantization
auto-regressive-model c2i image-generation image-reconstruction image-tokenizer multi-codebook tokenizer vae vq-vae vqgan uhd-dataset
Language:Python 49
bachsformer
pier-maker92 / bachsformer
A Bach music generator with Artificial Intelligence. This model is made by a VQ-VAE + Transformer (decoder-only). Sequences of midi 1 quarter length are compressed into 16 codebooks via VQ-VAE and a transformer learns how to generate the codebooks sequence to obtain a midi score.
ai-generation bach deep-learning music-ai music-generation-deep-learning transformers vq-vae
Language:Python 43
jiazhao97 / VQ-VAE_withPixelCNNprior
Implementation of Vector Quantised VAE (VQ-VAE) with PixelCNN prior in Tensorflow.
vq-vae pixelcnn tensorflow
Language:Python 39
SonyCSLParis / 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.
audio nsynth vq-vae vq-vae-2 gansynth
Language:Python 39
SekiroRong / KAN-AutoEncoder
KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)
ae audio audio-processing autoencoder deep-learning kan pytorch pytorch-vae rvq torchaudio vae vq-vae
Language:Jupyter Notebook 37
Tayjsl97 / MusER
This is the official implementation of MusER (AAAI'24).
deep-learning latent-space-regularization symbolic-music-generation vq-vae
Language:Python 30
HenningBuhl / VQ-VAE_Keras_Implementation
Keras Implementation of Vector Quantizer Variational AutoEncoder (VQ-VAE)
autoencoder deep-learning keras machine-learning python vae vq-vae
Language:Jupyter Notebook 29
shaojinding / GroupLatentEmbedding
Pytorch implementation of "Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion" [Interspeech 2019]
pytorch voice-conversion vq-vae
Language:Python 28

vq-vae

openai / jukebox

clementchadebec / benchmark_VAE

rosinality / vq-vae-2-pytorch

ritheshkumar95 / pytorch-vqvae

Mael-zys / T2M-GPT

zalandoresearch / pytorch-vq-vae

nadavbh12 / VQ-VAE

EugenHotaj / pytorch-generative

bshall / ZeroSpeech

rese1f / Awesome-VQVAE

swasun / VQ-VAE-Speech

sony / sqvae

USTC-JialunPeng / Diverse-Structure-Inpainting

hhguo / MSMC-TTS

vvvm23 / vqvae-2

awei669 / VQ-Font

bshall / VectorQuantizedCPC

samxuxiang / hnc-cad

MIMICLab / L-Verse

1Konny / VQ-VAE

Neur-IO / OptVQ

dhgrs / chainer-VQ-VAE

ZephirFXEC / VQVDB

bshall / VectorQuantizedVAE

hyperion-ml / hyperion

Kyushik / Generative-Model

Neur-IO / ReVQ

explainingai-code / VQVAE-Pytorch

MKJia / MGVQ

pier-maker92 / bachsformer

jiazhao97 / VQ-VAE_withPixelCNNprior

SonyCSLParis / interactive-spectrogram-inpainting

SekiroRong / KAN-AutoEncoder

Tayjsl97 / MusER

HenningBuhl / VQ-VAE_Keras_Implementation

shaojinding / GroupLatentEmbedding