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The Top 23 Python Music Information Retrieval Open Source Projects

Open source projects categorized as Python Music Information Retrieval
Categories > Machine Learning > Music Information Retrieval
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
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
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 7 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
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
Omr Datasets ⭐ 266
Collection of datasets used for Optical Music Recognition
total releases 25most recent commit 5 months 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
Partitura ⭐ 195
A python package for handling modern staff notation of music
dependent packages 2total releases 18most recent commit 3 months agopypi partitura} Downloads
Dali ⭐ 156
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
dependent packages 2total releases 4most recent commit 4 years agopypi DALI-dataset} Downloads
Pypianoroll ⭐ 126
A toolkit for working with piano rolls
dependent packages 2total releases 23most recent commit 10 months agopypi pypianoroll} Downloads
Music Emotion Recognition ⭐ 117
A Machine Learning Approach of Emotional Model
most recent commit 3 years ago
Audioowl ⭐ 116
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
total releases 13most recent commit 6 years ago
Musicaiz ⭐ 115
A python framework for symbolic music generation, evaluation and analysis
total releases 6most recent commit 10 months ago
Pyaca ⭐ 111
Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
total releases 11most recent commit 2 years ago
Mmt ⭐ 107
Official Implementation of "Multitrack Music Transformer" (ICASSP 2023)
most recent commit 5 months ago
Mad Twinnet ⭐ 101
The code for the MaD TwinNet. Demo page:
most recent commit 5 years ago
The 10 Most Depended On Python Music Information Retrieval Open Source Projects
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
Madmom ⭐ 1,151
Python audio and music signal processing library
dependent packages 16total releases 11latest release November 14, 2018most recent commit 7 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
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
Pypianoroll ⭐ 126
A toolkit for working with piano rolls
dependent packages 2total releases 23latest release February 13, 2021most recent commit 10 months agopypi pypianoroll} 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
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
Muspy ⭐ 397
A toolkit for symbolic music generation
dependent packages 1total releases 6latest release April 16, 2022most recent commit 3 months agopypi muspy} Downloads
Spafe ⭐ 338
:sound: spafe: Simplified Python Audio Features Extraction
dependent packages 1total releases 8latest release July 13, 2022most recent commit a year agopypi spafe} Downloads
The 10 Latest Releases In Python 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
Audioflux ⭐ 1,968
A library for audio and music analysis, feature extraction.
total releases 7latest release January 19, 2023most recent commit 3 months ago
Pyharmonytooling ⭐ 7
python code to manage music harmony
total releases 28latest release January 16, 2023most recent commit 6 months ago
Musicaiz ⭐ 115
A python framework for symbolic music generation, evaluation and analysis
total releases 6latest release December 05, 2022most recent commit 10 months ago
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