Open-Source Tools & Data for Music Source Separation: A Pragmatic Guide for the MIR Practitioner

Related tags

Audiomdx-tutorial
Overview

Open-Source Tools & Data for Music Source Separation: A Pragmatic Guide for the MIR Practitioner

By Ethan Manilow, Prem Seetharaman, and Justin Salamon

This is the code repository for our ISMIR 2020 tutorial about Open Source tools for Source Separation. This repo contains the code to build the jupyter book website where the tutorial content is hosted.

Click here to visit the tutorial!

Building the book

To build the book, do the following:

pip install -e .
python -m common.data --run.cmd='download'
jb build --all book/

FAQ

I can't get to the tutorial website! What do I do?

If you can't get to the tutorial website, you can either clone this repo and build the book using the instructions above, or clone the repo and switch to the gh-pages branch:

git clone https://github.com/source-separation/tutorial
cd tutorial
git checkout gh-pages
git pull origin gh-pages
open landing.html # or find it in explorer and launch it in a browser.

Questions? Comments? Typos? Bugs? Issues?

Open a github issue here

A python package for calculating the PESQ.

PyPESQ (WIP) Pypesq is a python wrapper for the PESQ score calculation C routine. It only can be used in evaluation purpose. INSTALL pip install https

Jingdong Li 269 Dec 18, 2022
Klangbecken: The RaBe Endless Music Player

Klangbecken Klangbecken is the minimalistic endless music player for Radio Bern RaBe based on liquidsoap. It supports configurable and editable playli

Radio Bern RaBe 8 Oct 09, 2021
Audio pitch-shifting & re-sampling utility, based on the EMU SP-1200

Pitcher.py Free & OS emulation of the SP-12 & SP-1200 signal chain (now with GUI) Pitch shift / bitcrush / resample audio files Written and tested in

morgan 13 Oct 03, 2022
Noinoi music is smoothly playing music on voice chat of telegram.

NOINOI MUSIC BOT ✨ Features Music & Video stream support MultiChat support Playlist & Queue support Skip, Pause, Resume, Stop feature Music & Video do

2 Feb 13, 2022
ᴀ ʙᴏᴛ ᴛʜᴀᴛ ᴄᴀɴ ᴘʟᴀʏ ᴍᴜꜱɪᴄ ɪɴ ᴛᴇʟᴇɢʀᴀᴍ ɢʀᴏᴜᴘ ᴏɴ ᴠᴏɪᴄᴇ ᴄᴀʟʟ

GJ516 LOVER'S ııllıllı ♥️ ➤⃝Gᴊ516_ᴍᴜꜱɪᴄ_ʙᴏᴛ ♥️ ıllıllı ᴀ ʙᴏᴛ ᴛʜᴀᴛ ᴄᴀɴ ᴘʟᴀʏ ᴍᴜꜱɪᴄ ɪɴ ᴛᴇʟᴇɢʀᴀᴍ ɢʀᴏᴜᴘ ᴏɴ ᴠᴏɪᴄᴇ ᴄᴀʟʟ Requirements 📝 FFmpeg NodeJS nodesou

1 Nov 22, 2021
TwitterMusicBot - A Twitter bot with Spotify integration.

A Twitter Music Bot 🤖 🎵 🎶 I created this project to learn more about APIs, so it only works for student purposes. Initially, delving into the Spoti

Gustavo Oliveira 2 Jan 02, 2022
Audio book player for senior visually impaired.

PI Zero W Audio Book Motivation and requirements My dad is practically blind and at 80 years has trouble hearing and operating tiny or more complicate

Andrej Hosna 29 Dec 25, 2022
gentle forced aligner

Gentle Robust yet lenient forced-aligner built on Kaldi. A tool for aligning speech with text. Getting Started There are three ways to install Gentle.

1.2k Dec 30, 2022
A useful tool to generate chord progressions according to melody MIDIs

Auto chord generator, pure python package that generate chord progressions according to given melodies

Billy Yi 53 Dec 30, 2022
:speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/

SpeechPy Official Project Documentation Table of Contents Documentation Which Python versions are supported Citation How to Install? Local Installatio

Amirsina Torfi 870 Dec 27, 2022
Python library for audio and music analysis

librosa A python package for music and audio analysis. Documentation See https://librosa.org/doc/ for a complete reference manual and introductory tut

librosa 5.6k Jan 06, 2023
cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python

audioread Decode audio files using whichever backend is available. The library currently supports: Gstreamer via PyGObject. Core Audio on Mac OS X via

beetbox 419 Dec 26, 2022
Use python MIDI to write some simple music

Use Python MIDI to write songs

小宝 1 Nov 19, 2021
User-friendly Voice Cloning Application

Multi-Language-RTVC stands for Multi-Language Real Time Voice Cloning and is a Voice Cloning Tool capable of transfering speaker-specific audio featur

Sven Eschlbeck 19 Dec 30, 2022
A small project where I identify notes and key harmonies in a piece of music and use them further to recreate and generate the same piece of music through Python

A small project where I identify notes and key harmonies in a piece of music and use them further to recreate and generate the same piece of music through Python

5 Oct 07, 2022
Open Sound Strip, Sequence or Record in Audacity

Audacity Tools For Blender Sound editing in Blender Video Sequence Editor with Audacity integrated. Send/receive the full edited sequence or single st

64 Dec 31, 2022
Spotifyd - An open source Spotify client running as a UNIX daemon.

Spotifyd An open source Spotify client running as a UNIX daemon. Spotifyd streams music just like the official client, but is more lightweight and sup

8.5k Jan 09, 2023
A voice based calculator by using termux api in Android

termux_voice_calculator This is. A voice based calculator by using termux api in Android Instagram account 👉 👈 Requirements and installation Downloa

ʕ´•ᴥ•`ʔ╠ŞĦỮβĦa̷m̷╣ʕ´•ᴥ•`ʔ 2 Apr 29, 2022
Stevan KZ 1 Oct 27, 2021
Automatically move or copy files based on metadata associated with the files. For example, file your photos based on EXIF metadata or use MP3 tags to file your music files.

Automatically move or copy files based on metadata associated with the files. For example, file your photos based on EXIF metadata or use MP3 tags to file your music files.

Rhet Turnbull 14 Nov 02, 2022