Reproduction repository for the MDX 2021 Hybrid Demucs model

Overview

Submission

This is the submission for MDX 2021 Track A, for Track B go to the track_b branch.

Submission Summary

  • Submission ID: 151378

  • Submitter: defossez

  • Final rank: 1th place on leaderboard A

  • Final scores on MDXDB21:

    SDR_song SDR_bass SDR_drums SDR_other SDR_vocals
    7.33 8.12 8.04 5.19 7.97

Model Summary

This model is a combination of 4 Demucs models: 2 hybrid and 2 regular. For more details, checkout the Demucs Model Zoo.

Reproduction

How to reproduce the submission

Follow the instructions in test_demucs.py.

Reproducing training

Go checkout the Demucs training documentation and the Hybrid Demucs paper.

License

This code is released under the MIT license, see the LICENSE file for more details.

You might also like...
Code repository for the Pytheas submersible observation platform

Pytheas Main repository for the Pytheas submersible probe system. List of Acronyms/Terms USP - Underwater Sensor Platform - The primary platform in th

The repository for my video "Playing MINECRAFT with a WEBCAM"

This is the official repo for my video "Playing MINECRAFT with a WEBCAM" on YouTube Original video can be found here: https://youtu.be/701TPxL0Skg Red

A repository containing useful resources needed to complete the SUSE Scholarship Challenge #UdacitySUSEScholars #poweredbySUSE
A repository containing useful resources needed to complete the SUSE Scholarship Challenge #UdacitySUSEScholars #poweredbySUSE

SUSE-udacity-cloud-native-scholarship A repository containing useful resources needed to complete the SUSE Scholarship Challenge #UdacitySUSEScholars

A repository containing an introduction to Panel made to be support videos and talks.
A repository containing an introduction to Panel made to be support videos and talks.

👍 Awesome Panel - Introduction to Panel THIS REPO IS WORK IN PROGRESS. PRE-ALPHA Panel is a very powerful framework for exploratory data analysis and

Repository for my Monika Assistant project

Monika_Assistant Repository for my Monika Assistant project Major changes: Added face tracker Added manual daily log to see how long it takes me to fi

This repository contains Python Projects for Beginners as well as for Intermediate Developers built by Contributors.
This repository contains Python Projects for Beginners as well as for Intermediate Developers built by Contributors.

Python Projects {Open Source} Introduction The repository was built with a tree-like structure in mind, it contains collections of Python Projects. Mo

Project repository of Apache Airflow, deployed on Docker in Amazon EC2 via GitLab.

Airflow on Docker in EC2 + GitLab's CI/CD Personal project for simple data pipeline using Airflow. Airflow will be installed inside Docker container,

Sathal's Python Projects Repository

Sathal's Python Projects Repository Purpose and Motivation I come from a mainly C Programming Language background and have previous classroom experien

Owner
Alexandre Défossez
Alexandre Défossez
A reproduction repo for a Scheduling bug in AirFlow 2.2.3

A reproduction repo for a Scheduling bug in AirFlow 2.2.3

Ilya Strelnikov 1 Feb 9, 2022
Code needed for hybrid land cover change analysis for NASA IDS project

Documentation for the NASA IDS change analysis Poley 10/21/2021 Required python packages: whitebox numpy rasterio rasterio.mask os glob math itertools

Andrew Poley 2 Nov 12, 2021
Estimate the Market Size for Electic and Plug-In Hybrid Vehicles In Africa

Estimate the Market Size for Electic and Plug-In Hybrid Vehicles In Africa The goal of this repository is to use open data repositories to answer the

Leonce Nshuti 0 Feb 21, 2022
This repository contains each day of Advent of Code 2021 that I've done.

Advent of Code - 2021 I will use this repository as my Advent of Code1 (AoC) repo for the 2021 challenge. I'm changing how I am tackling the problems

Brett Chapin 2 Jan 12, 2022
My repository for the Advent of Code, starting from 2021

Advent of Code This is my repository for the Advent of Code (https://adventofcode.com/), starting from 2021. File Structure Inside each year folder, s

Yu-Ting 6 Dec 15, 2021
💻 Algo-Phantoms-Backend is an Application that provides pathways and quizzes along with a code editor to help you towards your DSA journey.📰🔥 This repository contains the REST APIs of the application.✨

Algo-Phantom-Backend ?? Algo-Phantoms-Backend is an Application that provides pathways and quizzes along with a code editor to help you towards your D

Algo Phantoms 44 Nov 15, 2022
This repository is an archive of emails that are sent by the awesome Quincy Larson every week.

Awesome Quincy Larson Email Archive This repository is an archive of emails that are sent by the awesome Quincy Larson every week. If you fi

Sourabh Joshi 912 Jan 5, 2023
Find the remote website version based on a git repository

versionshaker Versionshaker is a tool to find a remote website version based on a git repository This tool will help you to find the website version o

Orange Cyberdefense 110 Oct 23, 2022
GitHub Actions Version Updater Updates All GitHub Action Versions in a Repository and Creates a Pull Request with the Changes.

GitHub Actions Version Updater GitHub Actions Version Updater is GitHub Action that is used to update other GitHub Actions in a Repository and create

Maksudul Haque 42 Dec 22, 2022
Manjaro CN Repository

Manjaro CN Repository Automatically built packages based on archlinuxcn/repo and manjarocn/docker. Install Add manjarocn to /etc/pacman.conf: Please m

Manjaro CN 28 Jun 26, 2022