vq-vae

There are 23 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 7568
clementchadebec / benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder
Language:Python 1679
rosinality / vq-vae-2-pytorch
Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch
vq-vae-2 vq-vae
Language:Python 1511
ritheshkumar95 / pytorch-vqvae
Vector Quantized VAEs - PyTorch Implementation
deep-learning vae pytorch generative-models vq-vae
Language:Python 783
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 511
zalandoresearch / pytorch-vq-vae
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
pytorch vq-vae vae deep-learning
Language:Jupyter Notebook 495
nadavbh12 / VQ-VAE
Minimalist implementation of VQ-VAE in Pytorch
vae deep-learning mnist deep-neural-networks vq-vae pytorch
Language:Python 464
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 400
bshall / ZeroSpeech
VQ-VAE for Acoustic Unit Discovery and Voice Conversion
pytorch vq-vae voice-conversion zerospeech acoustic-features speech-synthesis
Language:Python 308
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]
vq-vae vq-vae-wavenet wavenet speech speech-processing pytorch
Language:Python 255
USTC-JialunPeng / Diverse-Structure-Inpainting
CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"
tensorflow inpainting vq-vae autoregressive-neural-networks multimodal attention generative-adversarial-networks
Language:Python 172
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 164
hhguo / MSMC-TTS
Official Implement of Multi-Stage Multi-Codebook (MSMC) TTS
deep-learning speech-synthesis tts vocoder gan text-to-speech vq-vae vqgan
Language:Python 156
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 137
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
125
vvvm23 / vqvae-2
PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"
vq-vae pytorch generative-model vq-vae-2 vae
Language:Python 122
awei669 / VQ-Font
[ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles
font-generation pytorch iccv2023 contrastive-learning vq-vae few-shot-learning
Language:Jupyter Notebook 113
LGAI-Research / 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 108
dhgrs / chainer-VQ-VAE
A Chainer implementation of VQ-VAE.
vq-vae chainer wavenet voice-conversion
Language:Python 82
1Konny / VQ-VAE
Pytorch Implementation of "Neural Discrete Representation Learning"
vq-vae pytorch vector-quantization deep-learning
Language:Jupyter Notebook 75
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
bshall / VectorQuantizedVAE
A PyTorch implementation of "Continuous Relaxation Training of Discrete Latent Variable Image Models"
pytorch vq-vae vae generative-models
Language:Jupyter Notebook 69
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 61
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 56
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 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 38
jiazhao97 / VQ-VAE_withPixelCNNprior
Implementation of Vector Quantised VAE (VQ-VAE) with PixelCNN prior in Tensorflow.
vq-vae pixelcnn tensorflow
Language:Python 31
HenningBuhl / VQ-VAE_Keras_Implementation
Keras Implementation of Vector Quantizer Variational AutoEncoder (VQ-VAE)
vq-vae keras python autoencoder vae deep-learning machine-learning
Language:Jupyter Notebook 30
shaojinding / GroupLatentEmbedding
Pytorch implementation of "Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion" [Interspeech 2019]
vq-vae voice-conversion pytorch
Language:Python 28
swasun / VQ-VAE-Images
PyTorch implementation of VQ-VAE applied on CIFAR10 dataset
vq-vae vae cifar10 pytorch autoencoder vector-quantization vq-ema
Language:Python 19
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 18
Tayjsl97 / MusER
This is the official implementation of MusER (AAAI'24).
deep-learning latent-space-regularization symbolic-music-generation vq-vae
Language:Python 17
tomhosking / hercules
Hercules: Attributable and Scalable Opinion Summarization (ACL 2023)
nlp opinion-summarization summarization vq-vae
Language:Python 17
danieltudosiu / nmpevqvae
Neuromorphologicaly Preserving Volumetric Data Encoding Using VQ-VAE
deep-learning neuroimaging neuroinformatics vq-vae ignite
Language:Python 14
mehta-lab / dynamorph
Learn morphological states of dynamic cells
vq-vae dimensionality-reduction cell-state
Language:Jupyter Notebook 13
twidddj / vqvae
Tensorflow implementation of VQVAE for voice conversion
voice-conversion vq-vae tensorflow
Language:Jupyter Notebook 12

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

swasun / VQ-VAE-Speech

USTC-JialunPeng / Diverse-Structure-Inpainting

sony / sqvae

hhguo / MSMC-TTS

bshall / VectorQuantizedCPC

rese1f / Awesome-VQVAE

vvvm23 / vqvae-2

awei669 / VQ-Font

LGAI-Research / L-Verse

dhgrs / chainer-VQ-VAE

1Konny / VQ-VAE

Kyushik / Generative-Model

bshall / VectorQuantizedVAE

hyperion-ml / hyperion

samxuxiang / hnc-cad

pier-maker92 / bachsformer

SonyCSLParis / interactive-spectrogram-inpainting

jiazhao97 / VQ-VAE_withPixelCNNprior

HenningBuhl / VQ-VAE_Keras_Implementation

shaojinding / GroupLatentEmbedding

swasun / VQ-VAE-Images

explainingai-code / VQVAE-Pytorch

Tayjsl97 / MusER

tomhosking / hercules

danieltudosiu / nmpevqvae

mehta-lab / dynamorph

twidddj / vqvae