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The Top 236 Music Information Retrieval Open Source Projects

Categories > Machine Learning > Music Information Retrieval
Awesome Deep Learning Music ⭐ 2,217
List of articles related to deep learning applied to music
most recent commit 9 months ago
Essentia ⭐ 2,173
C++ library for audio and music analysis, description and synthesis, including Python bindings
dependent packages 9total releases 14most recent commit a month agopypi essentia} Downloads
Fma ⭐ 1,506
FMA: A Dataset For Music Analysis
most recent commit a year ago
Omnizart ⭐ 1,225
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
most recent commit a month ago
Meyda ⭐ 1,162
Audio feature extraction for JavaScript.
dependent packages 13total releases 56most recent commit 17 days agonpm meyda} Downloads
Musicinformationretrieval.com ⭐ 988
Instructional notebooks on music information retrieval.
most recent commit 5 months ago
Madmom ⭐ 854
Python audio and music signal processing library
dependent packages 10total releases 11most recent commit 8 months agopypi madmom} Downloads
Crepe ⭐ 735
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
dependent packages 8total releases 12most recent commit 2 days agopypi crepe} Downloads
Pretty Midi ⭐ 560
Utility functions for handling MIDI data in a nice/intuitive way.
dependent packages 30total releases 8most recent commit 7 months agopypi pretty_midi} Downloads
Essentia.js ⭐ 458
JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
total releases 8most recent commit 6 days ago
Mir_eval ⭐ 433
Evaluation functions for music/audio information retrieval/signal processing algorithms.
dependent packages 21total releases 7most recent commit 6 months agopypi mir_eval} Downloads
Msaf ⭐ 309
Music Structure Analysis Framework
total releases 12most recent commit a year ago
Spotifyr ⭐ 284
R wrapper for Spotify's Web API
total releases 5most recent commit a year ago
Muspy ⭐ 268
A toolkit for symbolic music generation
dependent packages 1total releases 6most recent commit 6 months agopypi muspy} Downloads
Gist ⭐ 266
A C++ Library for Audio Analysis
most recent commit a year ago
Tutorial ⭐ 258
Tutorial covering Open Source tools for Source Separation.
most recent commit a year ago
Spafe ⭐ 232
🔉 spafe: Simplified Python Audio Features Extraction
dependent packages 1total releases 5most recent commit 2 months agopypi spafe} Downloads
Olaf ⭐ 225
Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.
most recent commit 3 months ago
Miditok ⭐ 202
A convenient MIDI / symbolic music tokenizer for Deep Learning networks 🎶
total releases 32most recent commit 6 hours ago
Omr Datasets ⭐ 162
Collection of datasets used for Optical Music Recognition
total releases 24most recent commit a year ago
Dali ⭐ 156
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
dependent packages 1total releases 4most recent commit 2 years agopypi DALI-dataset} Downloads
Mtg Jamendo Dataset ⭐ 147
Metadata, scripts and baselines for the MTG-Jamendo dataset
most recent commit 2 days ago
Panako ⭐ 125
The Panako acoustic fingerprinting system.
most recent commit a month ago
Music Emotion Recognition ⭐ 117
A Machine Learning Approach of Emotional Model
most recent commit 2 years ago
Genius ⭐ 117
Easily access song lyrics from Genius in a tibble.
dependent packages 1total releases 4most recent commit a year ago
Audioowl ⭐ 116
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
total releases 13most recent commit 4 years ago
Clmr ⭐ 113
Official PyTorch implementation of Contrastive Learning of Musical Representations
most recent commit a year ago
Pyaca ⭐ 111
Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
total releases 11most recent commit 24 days ago
Pypianoroll ⭐ 104
A toolkit for working with piano rolls
dependent packages 1total releases 23most recent commit 9 months agopypi pypianoroll} Downloads
Symbolic Music Datasets ⭐ 101
🎹 symbolic musical datasets
most recent commit 2 years ago
Mad Twinnet ⭐ 101
The code for the MaD TwinNet. Demo page:
most recent commit 3 years ago
Neural Audio Fp ⭐ 89
most recent commit 6 days ago
Hts Audio Transformer ⭐ 78
The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"
most recent commit 2 months ago
Zero_shot_audio_source_separation ⭐ 77
The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
most recent commit 3 months ago
Aca Code ⭐ 76
Matlab scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
most recent commit 24 days ago
Virtualconductor ⭐ 62
首届国际“远见杯”元智能数据挑战大赛——动作认知赛道比赛数据
most recent commit 2 months ago
Music Sketchnet ⭐ 55
ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
most recent commit 6 months ago
Lead Sheet Dataset ⭐ 54
🎧 lead sheet datasets in various formats
most recent commit a year ago
Meico ⭐ 53
A converter framework with support for MEI, MSM, MPM, MIDI, WAV, MP3, chroma, and XSLT
most recent commit a month ago
Muscaps ⭐ 46
Source code for "MusCaps: Generating Captions for Music Audio" (IJCNN 2021)
most recent commit 5 months ago
Mixingbear ⭐ 45
Package for automatic beat-mixing of music files in Python 🐻🎚
most recent commit 4 years ago
Lakh Pianoroll Dataset ⭐ 43
A collection of 174,154 multi-track piano-rolls
most recent commit 2 years ago
Libaca ⭐ 42
C++ code accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
most recent commit 24 days ago
Deep Music Tagger ⭐ 41
Music genre classification model using CRNN
most recent commit 4 years ago
Salami Data Public ⭐ 41
most recent commit 3 years ago
Symbtr ⭐ 38
Turkish Makam Music Symbolic Data Collection
most recent commit 2 years ago
Music Synthesis With Python ⭐ 38
Music Synthesis with Python talk, originally given at PyGotham 2017.
most recent commit 5 years ago
Ismir2018 Revisiting Svd ⭐ 38
Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook
most recent commit 2 years ago
Music Genre Classification ⭐ 37
Automatic Music Genre Classification with Machine Learning Techniques
most recent commit 5 years ago
Musicntwrk ⭐ 35
Network Analysis of Generalized Musical Spaces
most recent commit 2 months ago
Musicbucket Bot ⭐ 35
A Telegram bot that helps chat users sharing and keeping track music
most recent commit 4 months ago
Demucs_lightning ⭐ 33
Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features
most recent commit 2 months ago
Strugatzki ⭐ 33
Algorithms for matching audio file similarities. Mirror of https://git.iem.at/sciss/Strugatzki
dependent packages 4total releases 4most recent commit 3 years ago
Arranger ⭐ 31
An AI for Automatic Instrumentation
most recent commit 6 months ago
Aisfx ⭐ 29
Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022): Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.
most recent commit a month ago
Vocal Melody Extraction ⭐ 29
Source code for "Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning".
most recent commit 4 years ago
Hpss ⭐ 28
Harmonic/Percussive Sound Separation
most recent commit a year ago
Tomato ⭐ 27
Turkish-Ottoman Makam (M)usic Analysis TOolbox
most recent commit 10 months ago
Msmd ⭐ 27
A Multimodal Audio Sheet Music Dataset
most recent commit 3 years ago
Melody Extraction With Melodic Segnet ⭐ 26
The source code of "A Streamlined Encoder/Decoder Architecture for Melody Extraction"
most recent commit 3 years ago
Samplecnn Pytorch ⭐ 26
Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"
most recent commit 4 years ago
Vamp Aubio Plugins ⭐ 26
aubio plugins for Vamp
most recent commit 5 years ago
Musicaiz ⭐ 26
A python framework for symbolic music generation, evaluation and analysis
total releases 3most recent commit 4 days ago
Da Tacos ⭐ 23
A Dataset for Cover Song Identification and Understanding
most recent commit 2 years ago
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.
most recent commit 3 years ago
Mc Sonaar ⭐ 22
pure data live sampling-mashup tool
most recent commit 7 years ago
Jdcnet Pytorch ⭐ 20
pytorch implementation of JDCNet, singing voice detection and classification network
most recent commit 6 months ago
Ireal Reader ⭐ 20
A Node JS module to read music files from iRealPro.
most recent commit 2 years ago
Music Genre Classification ⭐ 20
Zalo AI Challenge - Music Genre Classification
most recent commit 4 years ago
Deep Music Genre Classification ⭐ 20
🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis
most recent commit 5 years ago
Jipes ⭐ 20
Open source library that allows you to efficiently compute audio features.
total releases 2most recent commit 3 years ago
Ismir2019 Music Style Translation ⭐ 20
The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.
most recent commit 2 years ago
Cunet ⭐ 20
Control mechanisms to the U-Net architecture for doing multiple source separation instruments
most recent commit 2 years ago
Casd ⭐ 19
Chordify Annotator Subjectivity Dataset - A chord-Label harmony dataset with multiple reference annotations per song
most recent commit 3 years ago
Audio_to_midi ⭐ 19
A CNN which converts piano audio to a simplified MIDI format
most recent commit 4 years ago
Dechorder ⭐ 19
Automatic chord recognition application powered by machine learning
most recent commit 3 years ago
Music Genre Classification ⭐ 19
Classifying English Music (.mp3) files using Music Information Retrieval (MIR), Digital/Audio Signal Processing (DIP) and Machine Learning (ML) Strategies
most recent commit 5 years ago
Mir_book ⭐ 19
Support material for Music Information Retrieval by George Tzanetakis
most recent commit 4 years ago
Nowplaying Rs Music Reco Fm ⭐ 18
#nowplaying-RS: Music Recommendation using Factorization Machines
most recent commit 2 years ago
Mozart Piano Sonatas ⭐ 17
Digital edition of W.A. Mozart's piano sonatas in the Humdrum file format.
most recent commit 5 months ago
Apicultor ⭐ 17
API.Cultor: Another BigData approach to sound collections
most recent commit 3 years ago
Pyace ⭐ 17
pyace: A python implementation of automatic chord estimation (ACE) from audio
most recent commit a year ago
Basicsmusicalinstrumclassifi ⭐ 16
Basics of Musical Instruments Classification using Machine Learning
most recent commit 2 years ago
Babycat ⭐ 15
An audio manipulation library for Rust, Python, WebAssembly, and C.
most recent commit 3 months ago
Music Genre Classification ⭐ 15
Genre Classification using Convolutional Neural Networks
most recent commit 4 years ago
Modulo7 ⭐ 15
A semantic and technical analysis of musical scores based on Information Retrieval Principles
most recent commit 7 years ago
Music Dsp ⭐ 15
C++ library with accompanying toolkit for music information retrieval
most recent commit 5 months ago
Source ⭐ 15
A Freesound Community Sampler
most recent commit 2 months ago
Toscanini ⭐ 14
A JavaScript module for searching music scores.
total releases 9most recent commit 2 years ago
Dlaudio ⭐ 14
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)
most recent commit 2 years ago
Ishkurs Guide Dataset ⭐ 14
Structured Data from Ishkur's Guide to Electronic Music. Working Mirror for v2.5 here: https://igorbrigadir.github.io/ishkurs-guide-datas
most recent commit 7 months ago
Essentia Tutorial ⭐ 14
A tutorial for using Essentia in Python
most recent commit 9 months ago
Music Style Transfer ⭐ 13
Source code for "Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model"
most recent commit a year ago
Best Audio Classification Resources With Deep Learning ⭐ 13
List of articles related to deep learning applied to music
most recent commit 3 years ago
Mirdeeplearning ⭐ 13
Deep learning for music information retrieval
most recent commit 7 years ago
Emusic_net ⭐ 13
Neural network to classify certain styles of Electronic music
most recent commit 4 years ago
Tangkk Mirex Ace ⭐ 12
large vocabulary automatic chord estimation with deep learning
most recent commit a year ago
Pycon2018colombia ⭐ 12
Talk about Audio signal analysis with python in PyCon 2018 in Medellin - Colombia
most recent commit 3 years ago
Slidinghpss ⭐ 11
sliding HPSS and two stage HPSS (singing voice enhancement)
most recent commit 2 years ago
Media Now ⭐ 11
Get media information from YouTube and Vimeo videos, Spotify tracks and Discogs releases.
most recent commit 9 months ago
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