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The Top 30 Music Information Retrieval Open Source Projects

Categories > Machine Learning > Music Information Retrieval
Awesome Deep Learning Music ⭐ 2,115
List of articles related to deep learning applied to music
Essentia ⭐ 1,869
C++ library for audio and music analysis, description and synthesis, including Python bindings
Fma ⭐ 1,480
FMA: A Dataset For Music Analysis
Musicinformationretrieval.com ⭐ 882
Instructional notebooks on music information retrieval.
Meyda ⭐ 829
Audio feature extraction for JavaScript.
Madmom ⭐ 778
Python audio and music signal processing library
Crepe ⭐ 575
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
Essentia.js ⭐ 328
JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
Msaf ⭐ 321
Music Structure Analysis Framework
Spotifyr ⭐ 274
R wrapper for Spotify's Web API
Gist ⭐ 259
A C++ Library for Audio Analysis
Omnizart ⭐ 250
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
Tutorial ⭐ 238
Tutorial covering Open Source tools for Source Separation.
Dali ⭐ 204
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
Olaf ⭐ 203
Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.
Muspy ⭐ 188
A toolkit for symbolic music generation
Omr Datasets ⭐ 171
Collection of datasets used for Optical Music Recognition
Audioowl ⭐ 156
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
Music Emotion Recognition ⭐ 138
A Machine Learning Approach of Emotional Model
Spafe ⭐ 135
🔉 spafe: Simplified Python Audio-Features Extraction
Genius ⭐ 116
Easily access song lyrics from Genius in a tibble.
Mad Twinnet ⭐ 99
The code for the MaD TwinNet. Demo page:
Symbolic Musical Datasets ⭐ 88
🎹 symbolic musical datasets
Aca Code ⭐ 68
Matlab scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Music Synthesis With Python ⭐ 54
Music Synthesis with Python talk, originally given at PyGotham 2017.
Vocal Melody Extraction ⭐ 48
Source code for "Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning".
Strugatzki ⭐ 38
Algorithms for matching audio file similarities.
Alignmentduration ⭐ 38
Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.
Deep Music Genre Classification ⭐ 23
🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis
Music2vec ⭐ 16
Generate vector embeddings for music
1-30 of 30 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210