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Top 58 music-information-retrieval open source projects

Tutorial
Tutorial covering Open Source tools for Source Separation.
Olaf
Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.
Dali
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
Omnizart
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
Omr Datasets
Collection of datasets used for Optical Music Recognition
Audioowl
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
Muspy
A toolkit for symbolic music generation
Essentia
C++ library for audio and music analysis, description and synthesis, including Python bindings
Genius
Easily access song lyrics from Genius in a tibble.
Aca Code
Matlab scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Vocal Melody Extraction
Source code for "Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning".
Strugatzki
Algorithms for matching audio file similarities. Mirror of https://git.iem.at/sciss/Strugatzki
Alignmentduration
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
🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis
Crepe
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
Msaf
Music Structure Analysis Framework
Essentia.js
JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
Spotifyr
R wrapper for Spotify's Web API
muscaps
Source code for "MusCaps: Generating Captions for Music Audio" (IJCNN 2021)
dlaudio
Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)
cunet
Control mechanisms to the U-Net architecture for doing multiple source separation instruments
dechorder
Automatic chord recognition application powered by machine learning
sampleCNN-pytorch
Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"
SymbTr
Turkish Makam Music Symbolic Data Collection
MidiTok
A convenient MIDI / symbolic music tokenizer for Deep Learning networks, with multiple strategies 🎶
Music-Style-Transfer
Source code for "Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model"
CLMR
Official PyTorch implementation of Contrastive Learning of Musical Representations
Modulo7
A semantic and technical analysis of musical scores based on Information Retrieval Principles
toscanini
A JavaScript module for searching music scores.
ismir2019-music-style-translation
The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.
ACA-Slides
Slides and Code for "An Introduction to Audio Content Analysis," also taught at Georgia Tech as MUSI-6201. This introductory course on Music Information Retrieval is based on the text book "An Introduction to Audio Content Analysis", Wiley 2012/2022
1-58 of 58 music-information-retrieval projects