jeonchangbin49

descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

s4

Structured state space sequence models

llark

Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.

ddc_onset

Music onset detector from Dance Dance Convolution packaged as a lightweight PyTorch module

ssl-singer-identity

MusicLDM

The latent diffusion model for text-to-music generation.

BS-RoFormer

Implementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI Labs

RemFx

General Purpose Audio Effect Removal

DawDreamer

Digital Audio Workstation with Python; VST instruments/effects, parameter automation, FAUST, JAX, Warp Markers, and JUCE processors

sigsep-mus-db

Python parser and tools for MUSDB18 Music Separation Dataset

AudioSep

Official implementation of "Separate Anything You Describe"

AudioLDM2

Text-to-Audio/Music Generation

finding-tori

Finding Tori: Self-supervised Learning for Analyzing Korean Folk Song(ISMIR 2023)

cqt-pytorch

An invertible and differentiable implementation of the Constant-Q Transform (CQT).

perceiver-io

A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training

audiocraft

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.

moises-db

Moises Source Separation Public Dataset

dr14_t.meter

Compute the DR14 of a given audio file according to the procedure described by the Pleasurize Music Foundation

sigsep-mus-eval

museval - source separation evaluation tools for python

ai-audio-startups

Community list of startups working with AI in audio and music technology

lp-music-caps

LP-MusicCaps: LLM-Based Pseudo Music Captioning [ISMIR23]

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

WavJourney

WavJourney: Compositional Audio Creation with LLMs

CQT_pytorch

Pytorch implementation of the invertible CQT based on Non-stationary Gabor filters

audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch.

vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

llm-tag-to-caption

sdx23

Sound Demixing Challenge 2023

gomin

GOMIN; Gaudio Open Mel-spectrogram Inversion Network

basic-pitch

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection