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Zach Evans's Projects

audiocraft_plus icon audiocraft_plus

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

auraloss icon auraloss

Collection of audio-focused loss functions in PyTorch

blended-diffusion icon blended-diffusion

Official implementation for "Blended Diffusion for Text-driven Editing of Natural Images" https://arxiv.org/abs/2111.14818

byol-a-2 icon byol-a-2

BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation

clap icon clap

Contrastive Language-Audio Pretraining

clip icon clip

Contrastive Language-Image Pretraining

clipcap icon clipcap

Using pretrained encoder and language models to generate captions from multimedia inputs.

comfyui icon comfyui

The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

ddsp_pytorch icon ddsp_pytorch

Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch

fastdiff icon fastdiff

PyTorch Implementation of FastDiff (IJCAI'22)

glide-text2im icon glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

imagen-pytorch icon imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

jukebox icon jukebox

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

lvcnet icon lvcnet

LVCNet: Efficient Condition-Dependent Modeling Network for Waveform Generation

metaplex icon metaplex

Protocol and application framework for decentralized NFT minting, storefronts, and sales.

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