Awesome Open Source
Awesome Open Source
Combined Topics
music-information-retrieval x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 198 Music Information Retrieval Open Source Projects on Github

Categories > Machine Learning > Music Information Retrieval
Awesome Deep Learning Music ⭐ 1,975
List of articles related to deep learning applied to music
Essentia ⭐ 1,967
C++ library for audio and music analysis, description and synthesis, including Python bindings
Fma ⭐ 1,506
FMA: A Dataset For Music Analysis
Meyda ⭐ 1,024
Audio feature extraction for JavaScript.
Musicinformationretrieval.com ⭐ 893
Instructional notebooks on music information retrieval.
Madmom ⭐ 830
Python audio and music signal processing library
Crepe ⭐ 575
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
Essentia.js ⭐ 365
JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
Omnizart ⭐ 314
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
Msaf ⭐ 309
Music Structure Analysis Framework
Spotifyr ⭐ 284
R wrapper for Spotify's Web API
Gist ⭐ 266
A C++ Library for Audio Analysis
Tutorial ⭐ 258
Tutorial covering Open Source tools for Source Separation.
Muspy ⭐ 210
A toolkit for symbolic music generation
Olaf ⭐ 204
Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.
Omr Datasets ⭐ 162
Collection of datasets used for Optical Music Recognition
Dali ⭐ 156
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
Spafe ⭐ 150
🔉 spafe: Simplified Python Audio-Features Extraction
Genius ⭐ 118
Easily access song lyrics from Genius in a tibble.
Music Emotion Recognition ⭐ 117
A Machine Learning Approach of Emotional Model
Audioowl ⭐ 116
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
Clmr ⭐ 113
Official PyTorch implementation of Contrastive Learning of Musical Representations
Mtg Jamendo Dataset ⭐ 110
Metadata, scripts and baselines for the MTG-Jamendo dataset
Panako ⭐ 104
The Panako acoustic fingerprinting system.
Mad Twinnet ⭐ 101
The code for the MaD TwinNet. Demo page:
Symbolic Music Datasets ⭐ 90
🎹 symbolic musical datasets
Pypianoroll ⭐ 81
A toolkit for working with piano rolls
Aca Code ⭐ 72
Matlab scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Aca Slides ⭐ 58
Slides and Code for "An Introduction to Audio Content Analysis," also taught at Georgia Tech as MUSI-6201 - Computational Music Analysis. This introductory course on Music Information Retrieval is based on the text book "An Introduction to Audio Content Analysis", Wiley 2012
Lead Sheet Dataset ⭐ 54
🎧 lead sheet datasets in various formats
Music Sketchnet ⭐ 51
ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
Pyaca ⭐ 50
Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Mixingbear ⭐ 45
Package for automatic beat-mixing of music files in Python 🐻🎚
Neural Audio Fp ⭐ 44
Lakh Pianoroll Dataset ⭐ 43
A collection of 174,154 multi-track piano-rolls
Deep Music Tagger ⭐ 41
Music genre classification model using CRNN
Meico ⭐ 39
A converter framework with support for MEI, MSM, MPM, MIDI, WAV, MP3, chroma, and XSLT
Ismir2018 Revisiting Svd ⭐ 38
Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook
Symbtr ⭐ 38
Turkish Makam Music Symbolic Data Collection
Music Synthesis With Python ⭐ 38
Music Synthesis with Python talk, originally given at PyGotham 2017.
Music Genre Classification ⭐ 37
Automatic Music Genre Classification with Machine Learning Techniques
Strugatzki ⭐ 33
Algorithms for matching audio file similarities. Mirror of https://git.iem.at/sciss/Strugatzki
Musicbucket Bot ⭐ 31
A Telegram bot that helps chat users sharing and keeping track music
Vocal Melody Extraction ⭐ 29
Source code for "Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning".
Hpss ⭐ 28
Harmonic/Percussive Sound Separation
Musicntwrk ⭐ 28
Network Analysis of Generalized Musical Spaces
Msmd ⭐ 27
A Multimodal Audio Sheet Music Dataset
Melody Extraction With Melodic Segnet ⭐ 26
The source code of "A Streamlined Encoder/Decoder Architecture for Melody Extraction"
Vamp Aubio Plugins ⭐ 26
aubio plugins for Vamp
Samplecnn Pytorch ⭐ 26
Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"
Tomato ⭐ 24
Turkish-Ottoman Makam (M)usic Analysis TOolbox
Da Tacos ⭐ 23
A Dataset for Cover Song Identification and Understanding
Alignmentduration ⭐ 23
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.
Ireal Reader ⭐ 20
A Node JS module to read music files from iRealPro.
Deep Music Genre Classification ⭐ 20
🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis
Music Genre Classification ⭐ 20
Zalo AI Challenge - Music Genre Classification
Jipes ⭐ 20
Open source library that allows you to efficiently compute audio features.
Ismir2019 Music Style Translation ⭐ 20
The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.
Cunet ⭐ 20
Control mechanisms to the U-Net architecture for doing multiple source separation instruments
Casd ⭐ 19
Chordify Annotator Subjectivity Dataset - A chord-Label harmony dataset with multiple reference annotations per song
Music Genre Classification ⭐ 19
Classifying English Music (.mp3) files using Music Information Retrieval (MIR), Digital/Audio Signal Processing (DIP) and Machine Learning (ML) Strategies
Audio_to_midi ⭐ 19
A CNN which converts piano audio to a simplified MIDI format
Dechorder ⭐ 19
Automatic chord recognition application powered by machine learning
Nowplaying Rs Music Reco Fm ⭐ 18
#nowplaying-RS: Music Recommendation using Factorization Machines
Pyace ⭐ 17
pyace: A python implementation of automatic chord estimation (ACE) from audio
Apicultor ⭐ 17
API.Cultor: Another BigData approach to sound collections
Mozart Piano Sonatas ⭐ 16
Digital edition of W.A. Mozart's piano sonatas in the Humdrum file format.
Basicsmusicalinstrumclassifi ⭐ 16
Basics of Musical Instruments Classification using Machine Learning
Music Genre Classification ⭐ 15
Genre Classification using Convolutional Neural Networks
Modulo7 ⭐ 15
A semantic and technical analysis of musical scores based on Information Retrieval Principles
Music Dsp ⭐ 15
C++ library with accompanying toolkit for music information retrieval
Jdcnet Pytorch ⭐ 14
pytorch implementation of JDCNet, singing voice detection and classification network
Dlaudio ⭐ 14
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)
Toscanini ⭐ 14
A JavaScript module for searching music scores.
Emusic_net ⭐ 13
Neural network to classify certain styles of Electronic music
Music Style Transfer ⭐ 13
Source code for "Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model"
Best Audio Classification Resources With Deep Learning ⭐ 13
List of articles related to deep learning applied to music
Tangkk Mirex Ace ⭐ 12
large vocabulary automatic chord estimation with deep learning
Pycon2018colombia ⭐ 12
Talk about Audio signal analysis with python in PyCon 2018 in Medellin - Colombia
Music Source Separation ⭐ 11
A Pytorch implementation of "Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation"
Slidinghpss ⭐ 11
sliding HPSS and two stage HPSS (singing voice enhancement)
Music2vec ⭐ 11
Generate vector embeddings for music
Source ⭐ 11
A Freesound Community Sampler
Learnfy ⭐ 10
[REPO] Create a music genre dataset (metadata or audio) for classification using the Spotify Web API
Music Structure Analysis In Matlab ⭐ 10
🎼 music segmentation in audio domain
Songspk Musicscrapper ⭐ 10
A Python Script which scrapes out all the Songs URL from SongsPK and store it in a SQLite3 Database
Podcast Data Modeling ⭐ 10
More than Just Words: Modeling Non-textual Characteristics of Podcasts
Simple_dr_meter ⭐ 9
An (optimized) implementation of the music DR measurement (compliant with http://dr.loudness-war.info/), it supports CUE sheets and is faster than all currently available alternatives (at the time of writing, not sure about now)
Aroma Of The Songs ⭐ 9
Aroma of the Songs — Visualizing music in the form of intricate rose petals using moving cube traces.
Joydivision ⭐ 9
Music Mood Classification on the Million Song Dataset
Essentia Tutorial ⭐ 9
A tutorial for using Essentia in Python
Media Now ⭐ 8
Get media information from YouTube and Vimeo videos, Spotify tracks and Discogs releases.
Artwithaicourse ⭐ 8
Course about artificial intelligence applied to the arts. Available in spanish and english.
Chromacoverid ⭐ 8
Methods to compute various chroma audio features and audio similarity measures particularly for the task of cover song identification
Deep Embedded Music ⭐ 7
Creation of an embedding space using unsupervised triplet loss and Tile2Vec that can be used for a variety of downstream tasks
Multichannel Unet Bss ⭐ 7
Introducing multi-channel U-Net for Music Source Separation trained using weighted multi-task loss.
Multifeaturebeattracking ⭐ 7
Matlab implementation of the: J.R. Zapata, M. Davies and E. Gómez, "Multi-feature beat tracker," IEEE/ACM Transactions on Audio, Speech and Language Processing. 22(4), pp. 816-825, 2014"
Instrument Recognition Polyphonic ⭐ 7
Implementations for master thesis "Musical Instrument Recognition in Multi-Instrument Audio Contexts" with MedleyDB.
Meddleying Maestro ⭐ 6
Full-featured Algorithmic Intelligence Music Augmentator (AIMA) with full multi-instrument MIDI output and Karaoke support.
Musicgenreclassifiaction ⭐ 6
Content-based Music Genre Classification
1-100 of 198 projects

Related Projects

Python Music Information Retrieval Projects (93)
Jupyter Notebook Music Information Retrieval Projects (44)
Deep Learning Music Information Retrieval Projects (39)
Machine Learning Music Information Retrieval Projects (34)
Python Deep Learning Music Information Retrieval Projects (24)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
Privacy policy
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021