Popular GitHub Repositories for Source Separation

The PyTorch-based audio source separation toolkit for researchers

A curated list of different papers and datasets in various areas of audio-visual processing

Deep Recurrent Neural Networks for Source Separation

Deep learning based speech source separation using Pytorch

A neural network for end-to-end music source separation

KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021

A PyTorch implementation of the paper: "LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation" (ICASSP 2021)

PyTorch code to separate instruments from music using a low-latency neural network

Sound augmentation using Large-scale audio dataset (Audioset)

Source Separation training codebase for the Sound Demixing Challenge 2023.

Typing to Listen at the Cocktail Party: Text-Guided Target Speaker Extraction (LLM-TSE)

A PyTorch demo of the paper Voice Separation with an Unknown Number of Multiple Speakers using gradio and Nvidia NEMO ASR model.

The Open Source AI Musical Toolkit

Open source code for the paper 'Music Source Separation with Generative Flow'

Unsupervised Representation Learning for Singing Voice Separation

Tidy Tunes is an easy-to-use pipeline for mining high-quality audio data for speech generation models. To do so, it chains multiple open source models while minimizing dependencies.

Repository for the ISMIR 2024 Paper "From Real to Cloned Singer Identification".

? 2024 NTU GICE DeepMIR HW2

A web application for generating music that sounds like the Grateful Dead.