MDX-Net Music Source Separation

This repository contains the source code and pretrained models for MDX-Net's submission to the Sony Demixing Challenge, which ranked second place.

This branch is undergoing refractorization, the code may break for you. Please see Reproducible Submission for branches that contain working source code and pretrained models.

For machine learning scientists

Please see MDX-Net for the code to train your own models.

For musicians (Reproducible Submission)

Please see the following branches for instructions to install and use the pretrained models.

• MDX Track A submission: leaderboard_A
  • Uses only MUSDB18-HQ dataset, lower quality stems extracted
• MDX Track B submission: leaderboard_B
  • Uses extra datasets, higher quality stems extracted

Installation

conda env create -f environment.yml -n mdx-submit
pip install -r requirements.txt