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The Top 23 Music Information Retrieval Open Source Projects

Open source projects categorized as Music Information Retrieval
Categories > Machine Learning > Music Information Retrieval
Awesome Deep Learning Music ⭐ 2,650
List of articles related to deep learning applied to music
most recent commit 4 months ago
Essentia ⭐ 2,602
C++ library for audio and music analysis, description and synthesis, including Python bindings
dependent packages 11total releases 20most recent commit 3 months agopypi essentia} Downloads
Audioflux ⭐ 1,968
A library for audio and music analysis, feature extraction.
total releases 7most recent commit 3 months ago
Fma ⭐ 1,773
FMA: A Dataset For Music Analysis
most recent commit a year ago
Omnizart ⭐ 1,517
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
total releases 18most recent commit 3 months ago
Meyda ⭐ 1,384
Audio feature extraction for JavaScript.
dependent packages 19total releases 60most recent commit 7 months agonpm meyda} Downloads
Musicinformationretrieval.com ⭐ 1,177
Instructional notebooks on music information retrieval.
most recent commit 5 months ago
Madmom ⭐ 1,151
Python audio and music signal processing library
dependent packages 16total releases 11most recent commit 6 months agopypi madmom} Downloads
Crepe ⭐ 930
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
dependent packages 15total releases 14most recent commit 7 months agopypi crepe} Downloads
Pretty Midi ⭐ 754
Utility functions for handling MIDI data in a nice/intuitive way.
dependent packages 49total releases 9most recent commit 5 months agopypi pretty_midi} Downloads
Essentia.js ⭐ 576
JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
dependent packages 2total releases 8most recent commit 4 months agonpm @jhurliman/essentia.js} Downloads
Mir_eval ⭐ 544
Evaluation functions for music/audio information retrieval/signal processing algorithms.
dependent packages 30total releases 7most recent commit 4 months agopypi mir_eval} Downloads
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59most recent commit 3 months agopypi miditok} Downloads
Msaf ⭐ 449
Music Structure Analysis Framework
total releases 13most recent commit 3 months ago
Muspy ⭐ 397
A toolkit for symbolic music generation
dependent packages 1total releases 6most recent commit 3 months agopypi muspy} Downloads
Spafe ⭐ 338
🔉 spafe: Simplified Python Audio Features Extraction
dependent packages 1total releases 8most recent commit a year agopypi spafe} Downloads
Spotifyr ⭐ 328
R wrapper for Spotify's Web API
total releases 7most recent commit a year ago
Olaf ⭐ 270
Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.
most recent commit 7 months ago
Omr Datasets ⭐ 266
Collection of datasets used for Optical Music Recognition
total releases 25most recent commit 5 months ago
Gist ⭐ 266
A C++ Library for Audio Analysis
most recent commit 3 years ago
Tutorial ⭐ 258
Tutorial covering Open Source tools for Source Separation.
most recent commit 2 years ago
Clmr ⭐ 251
Official PyTorch implementation of Contrastive Learning of Musical Representations
most recent commit a year ago
Some ⭐ 249
SOME: Singing-Oriented MIDI Extractor.
most recent commit 3 months ago
The 10 Most Depended On Music Information Retrieval Open Source Projects
Pretty Midi ⭐ 754
Utility functions for handling MIDI data in a nice/intuitive way.
dependent packages 49total releases 9latest release March 03, 2023most recent commit 5 months agopypi pretty_midi} Downloads
Mir_eval ⭐ 544
Evaluation functions for music/audio information retrieval/signal processing algorithms.
dependent packages 30total releases 7latest release February 16, 2022most recent commit 4 months agopypi mir_eval} Downloads
Meyda ⭐ 1,384
Audio feature extraction for JavaScript.
dependent packages 19total releases 60latest release June 09, 2023most recent commit 7 months agonpm meyda} Downloads
Madmom ⭐ 1,151
Python audio and music signal processing library
dependent packages 16total releases 11latest release November 14, 2018most recent commit 6 months agopypi madmom} Downloads
Crepe ⭐ 930
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
dependent packages 15total releases 14latest release September 18, 2023most recent commit 7 months agopypi crepe} Downloads
Essentia ⭐ 2,602
C++ library for audio and music analysis, description and synthesis, including Python bindings
dependent packages 11total releases 20latest release October 27, 2023most recent commit 3 months agopypi essentia} Downloads
Strugatzki ⭐ 33
Algorithms for matching audio file similarities. Mirror of https://git.iem.at/sciss/Strugatzki
dependent packages 4total releases 4latest release February 22, 2012most recent commit 4 years ago
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59latest release November 28, 2023most recent commit 3 months agopypi miditok} Downloads
Partitura ⭐ 195
A python package for handling modern staff notation of music
dependent packages 2total releases 18latest release October 25, 2023most recent commit 3 months agopypi partitura} Downloads
Dali ⭐ 156
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
dependent packages 2total releases 4latest release April 08, 2020most recent commit 4 years agopypi DALI-dataset} Downloads
The 10 Latest Releases In Music Information Retrieval Open Source Projects
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59latest release November 28, 2023most recent commit 3 months agopypi miditok} Downloads
Omr Datasets ⭐ 266
Collection of datasets used for Optical Music Recognition
total releases 25latest release October 30, 2023most recent commit 5 months ago
Essentia ⭐ 2,602
C++ library for audio and music analysis, description and synthesis, including Python bindings
dependent packages 11total releases 20latest release October 27, 2023most recent commit 3 months agopypi essentia} Downloads
Partitura ⭐ 195
A python package for handling modern staff notation of music
dependent packages 2total releases 18latest release October 25, 2023most recent commit 3 months agopypi partitura} Downloads
Crepe ⭐ 930
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
dependent packages 15total releases 14latest release September 18, 2023most recent commit 7 months agopypi crepe} Downloads
Msaf ⭐ 449
Music Structure Analysis Framework
total releases 13latest release June 25, 2023most recent commit 3 months ago
Meyda ⭐ 1,384
Audio feature extraction for JavaScript.
dependent packages 19total releases 60latest release June 09, 2023most recent commit 7 months agonpm meyda} Downloads
Pretty Midi ⭐ 754
Utility functions for handling MIDI data in a nice/intuitive way.
dependent packages 49total releases 9latest release March 03, 2023most recent commit 5 months agopypi pretty_midi} Downloads
Babycat ⭐ 27
An audio manipulation library for Rust, Python, WebAssembly, and C.
dependent packages 2total releases 13latest release February 17, 2023most recent commit a year agonpm babycat} Downloads
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