music-information-retrieval

There are 67 repositories under music-information-retrieval topic.

essentia
MTG / essentia
C++ library for audio and music analysis, description and synthesis, including Python bindings
audio audio-analysis c-plus-plus dsp essentia music music-information-retrieval python sound-processing
Language:C++ 2813
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 2811
audioFlux
libAudioFlux / audioFlux
A library for audio and music analysis, feature extraction.
audio audio-analysis audio-features audio-processing deep-learning machine-learning mfcc mir music music-analysis music-information-retrieval pitch python signal-processing spectral-analysis spectrogram time-frequency-analysis wavelet-analysis wavelet-transform
Language:C 2748
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 2208
Music-and-Culture-Technology-Lab / omnizart
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
beat-tracking chord drum-transcription music-information-retrieval music-transcription vocal
Language:Python 1617
meyda / meyda
Audio feature extraction for JavaScript.
audio-features feature-extraction hacktoberfest javascript mir music-information-retrieval spectral-centroid zero-cross
Language:TypeScript 1452
CPJKU / madmom
Python audio and music signal processing library
audio-analysis cython machine-learning music-information-retrieval numpy python scipy signal-processing
Language:Python 1306
iranroman / musicinformationretrieval.com
Instructional notebooks on music information retrieval.
ipython-notebook jupyter-notebook machine-learning music music-information-retrieval python
Language:Jupyter Notebook 1216
marl / crepe
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
keras music-information-retrieval pitch-estimation tensorflow
Language:Python 1105
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 656
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 642
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
549
urinieto / msaf
Music Structure Analysis Framework
music-information-retrieval
Language:Python 489
spafe
SuperKogito / spafe
:sound: spafe: Simplified Python Audio Features Extraction
audio audio-analysis beat dsp features-extraction filterbank frequencies frequency frequency-analysis gammatone-filterbanks mfcc music music-information-retrieval pitch python signal-processing sound speech-processing time-frequency-analysis voice
Language:Python 447
salu133445 / muspy
A toolkit for symbolic music generation
audio machine-learning music music-generation music-information-retrieval python
Language:Python 427
openvpi / SOME
SOME: Singing-Oriented MIDI Extractor.
automatic-labelling midi-transcription music-information-retrieval midi-extraction midi-recognition
Language:Python 392
adamstark / Gist
A C++ Library for Audio Analysis
audio audio-analysis c-plus-plus fft gist mfcc mir music music-information-retrieval onset-detection pitch-tracking spectral-analysis
Language:C++ 369
charlie86 / spotifyr
R wrapper for Spotify's Web API
music-information-retrieval spotify
Language:R 367
source-separation / tutorial
Tutorial covering Open Source tools for Source Separation.
ismir ismir2020 mir music music-information-retrieval music-separation open-source source-separation tutorial
Language:Jupyter Notebook 352
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 347
RetroCirce / HTS-Audio-Transformer
The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"
audio-classification music-information-retrieval python sound-event-detection transformer-models
Language:Python 346
JorenSix / Olaf
Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.
acoustic-fingerprinting audio-fingerprinting esp32 music-information-retrieval wasm
Language:C 320
Spijkervet / CLMR
Official PyTorch implementation of Contrastive Learning of Musical Representations
self-supervised-learning contrastive-learning music-information-retrieval music-classification
Language:Python 306
apacha / OMR-Datasets
Collection of datasets used for Optical Music Recognition
optical-music-recognition music-scores dataset music music-information-retrieval
Language:Python 305
spotify-research / llark
Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.
foundation-model multimodal music-information-retrieval
Language:Jupyter Notebook 290
dodiku / AudioOwl
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
analysis audio audio-features beat-detection beats data feature-extraction machine-learning mir ml music music-information-retrieval pip pypi python rnn sample-rate tempo
Language:Python 282
ilaria-manco / multimodal-ml-music
List of academic resources on Multimodal ML for Music
academic-publications awesome-list multimodal-data multimodal-deep-learning multimodal-learning music-ai music-information-retrieval music-research resources
Language:TeX 281
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 264
CPJKU / partitura
A python package for handling modern staff notation of music
music-information-retrieval music-notation-reader music-theory symbolic-music
Language:Python 228
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 221
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 184
JorenSix / Panako
The Panako acoustic fingerprinting system.
music-information-retrieval acoustic-fingerprinting duplicate-detection audio-processing
Language:Java 179
mimbres / neural-audio-fp
audio-fingerprinting music-information-retrieval deep-learning fingerprint audio-search
Language:Python 175
musicaiz
carlosholivan / musicaiz
A python framework for symbolic music generation, evaluation and analysis
audio deep-learning machine-learning mir music music-generation music-information-retrieval python symbolic
Language:Python 164
alexanderlerch / pyACA
Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
audio-content-analysis audio-features audio-processing music-informatics music-information-retrieval signal-processing
Language:Python 153
amanteur / BandSplitRNN-PyTorch
Unofficial PyTorch implementation of Music Source Separation with Band-split RNN
music-information-retrieval pytorch source-separation
Language:Python 150