music-information-retrieval

There are 64 repositories under music-information-retrieval topic.

ybayle / awesome-deep-learning-music
List of articles related to deep learning applied to music
awesome awesome-list unicorns list lists resources deeplearning deep-learning deep-neural-networks neural-network neural-networks music music-information-retrieval audio audio-processing article music-genre-classification bib machine-learning research
Language:TeX 2756
essentia
MTG / essentia
C++ library for audio and music analysis, description and synthesis, including Python bindings
audio music dsp essentia python c-plus-plus music-information-retrieval audio-analysis sound-processing
Language:C++ 2708
mdeff / fma
FMA: A Dataset For Music Analysis
dataset deep-learning music-analysis music-information-retrieval open-data open-science reproducible-research
Language:Jupyter Notebook 2139
audioFlux
libAudioFlux / audioFlux
A library for audio and music analysis, feature extraction.
audio audio-analysis audio-features python music music-information-retrieval spectrogram wavelet-transform spectral-analysis wavelet-analysis time-frequency-analysis mfcc pitch mir music-analysis signal-processing audio-processing deep-learning machine-learning
Language:C 2065
Music-and-Culture-Technology-Lab / omnizart
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
music-transcription drum-transcription vocal beat-tracking chord music-information-retrieval
Language:Python 1566
meyda / meyda
Audio feature extraction for JavaScript.
audio-features javascript feature-extraction spectral-centroid zero-cross mir music-information-retrieval hacktoberfest
Language:TypeScript 1399
CPJKU / madmom
Python audio and music signal processing library
audio-analysis signal-processing machine-learning music-information-retrieval python numpy scipy cython
Language:Python 1244
iranroman / musicinformationretrieval.com
Instructional notebooks on music information retrieval.
ipython-notebook music-information-retrieval python machine-learning music jupyter-notebook
Language:Jupyter Notebook 1200
marl / crepe
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
pitch-estimation tensorflow keras music-information-retrieval
Language:Python 1047
essentia.js
MTG / essentia.js
JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
essentia audio-analysis javascript webassembly music-information-retrieval audio-signal-processing emscripten webaudio
Language:TypeScript 614
Natooz / MidiTok
MIDI / symbolic music tokenizers for Deep Learning models 🎶
midi music deep-learning generative-model music-generation music-information-retrieval machine-learning
Language:Python 596
urinieto / msaf
Music Structure Analysis Framework
music-information-retrieval
Language:Python 467
spafe
SuperKogito / spafe
:sound: spafe: Simplified Python Audio Features Extraction
python dsp audio music audio-analysis music-information-retrieval features-extraction mfcc filterbank signal-processing frequency frequency-analysis time-frequency-analysis frequencies voice sound beat pitch speech-processing gammatone-filterbanks
Language:Python 430
salu133445 / muspy
A toolkit for symbolic music generation
python music music-generation audio music-information-retrieval machine-learning
Language:Python 413
awesome-large-audio-models
EmulationAI / awesome-large-audio-models
Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.
audio-ai audio-processing foundational-models large-language-models music-processing speech-to-text large-audio-models large-language-model-speech speech-llms music-information-retrieval automatic-speech-recognition music-ai speech-ai
397
charlie86 / spotifyr
R wrapper for Spotify's Web API
spotify music-information-retrieval
Language:R 367
adamstark / Gist
A C++ Library for Audio Analysis
audio-analysis c-plus-plus pitch-tracking mfcc onset-detection music audio gist music-information-retrieval mir spectral-analysis fft
Language:C++ 359
source-separation / tutorial
Tutorial covering Open Source tools for Source Separation.
source-separation music music-information-retrieval mir music-separation open-source tutorial ismir ismir2020
Language:Jupyter Notebook 344
gabolsgabs / DALI
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
ismir music-information-retrieval singing-voice dataset teacher-student deep-learning
Language:Python 335
openvpi / SOME
SOME: Singing-Oriented MIDI Extractor.
automatic-labelling midi-transcription music-information-retrieval midi-extraction midi-recognition
Language:Python 325
RetroCirce / HTS-Audio-Transformer
The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"
audio-classification sound-event-detection music-information-retrieval transformer-models python
Language:Python 315
JorenSix / Olaf
Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.
music-information-retrieval audio-fingerprinting acoustic-fingerprinting wasm esp32
Language:C 306
Spijkervet / CLMR
Official PyTorch implementation of Contrastive Learning of Musical Representations
self-supervised-learning contrastive-learning music-information-retrieval music-classification
Language:Python 296
apacha / OMR-Datasets
Collection of datasets used for Optical Music Recognition
optical-music-recognition music-scores dataset music music-information-retrieval
Language:Python 287
dodiku / AudioOwl
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
audio analysis music mir python ml rnn data machine-learning music-information-retrieval pip pypi sample-rate beats beat-detection tempo audio-features feature-extraction
Language:Python 275
ilaria-manco / multimodal-ml-music
List of academic resources on Multimodal ML for Music
academic-publications awesome-list multimodal-data multimodal-learning music-ai music-information-retrieval resources music-research multimodal-deep-learning
Language:TeX 270
mtg-jamendo-dataset
MTG / mtg-jamendo-dataset
Metadata, scripts and baselines for the MTG-Jamendo dataset
music-information-retrieval dataset autotagging audio-analysis deep-learning
Language:Python 251
spotify-research / llark
Code for the paper "LLark: A Multimodal Foundation Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.
foundation-model multimodal music-information-retrieval
Language:Python 251
CPJKU / partitura
A python package for handling modern staff notation of music
music-information-retrieval music-notation-reader music-theory symbolic-music
Language:Python 208
danyalimran93 / Music-Emotion-Recognition
A Machine Learning Approach of Emotional Model
machine-learning data-science feature-extraction feature-selection feature-scaling music-information-retrieval digital-signal-processing librosa
Language:Python 208
JorenSix / Panako
The Panako acoustic fingerprinting system.
music-information-retrieval acoustic-fingerprinting duplicate-detection audio-processing
Language:Java 175
mimbres / neural-audio-fp
audio-fingerprinting music-information-retrieval deep-learning fingerprint audio-search
Language:Python 167
RetroCirce / Zero_Shot_Audio_Source_Separation
The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
audio-source-separation music-information-retrieval zero-shot-learning transformer-models query-based-learning python
Language:Python 166
musicaiz
carlosholivan / musicaiz
A python framework for symbolic music generation, evaluation and analysis
audio deep-learning machine-learning music music-generation python symbolic mir music-information-retrieval
Language:Python 154
alexanderlerch / pyACA
Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
audio-content-analysis music-information-retrieval music-informatics audio-processing audio-features signal-processing
Language:Python 147
salu133445 / pypianoroll
A toolkit for working with piano rolls
python music midi music-information-retrieval music-generation visulization
Language:Python 132