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Search results for music information retrieval
music-information-retrieval
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171 search results found
Awesome Deep Learning Music
⭐
2,650
List of articles related to deep learning applied to music
Essentia
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2,602
C++ library for audio and music analysis, description and synthesis, including Python bindings
Audioflux
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1,968
A library for audio and music analysis, feature extraction.
Fma
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1,773
FMA: A Dataset For Music Analysis
Omnizart
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1,517
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
Meyda
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1,406
Audio feature extraction for JavaScript.
Musicinformationretrieval.com
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1,177
Instructional notebooks on music information retrieval.
Madmom
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1,151
Python audio and music signal processing library
Crepe
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930
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
Pretty Midi
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754
Utility functions for handling MIDI data in a nice/intuitive way.
Essentia.js
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576
JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
Mir_eval
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544
Evaluation functions for music/audio information retrieval/signal processing algorithms.
Miditok
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522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
Msaf
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449
Music Structure Analysis Framework
Muspy
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397
A toolkit for symbolic music generation
Spafe
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338
🔉 spafe: Simplified Python Audio Features Extraction
Spotifyr
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328
R wrapper for Spotify's Web API
Olaf
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270
Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.
Omr Datasets
⭐
266
Collection of datasets used for Optical Music Recognition
Gist
⭐
266
A C++ Library for Audio Analysis
Tutorial
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258
Tutorial covering Open Source tools for Source Separation.
Clmr
⭐
251
Official PyTorch implementation of Contrastive Learning of Musical Representations
Some
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249
SOME: Singing-Oriented MIDI Extractor.
Mtg Jamendo Dataset
⭐
225
Metadata, scripts and baselines for the MTG-Jamendo dataset
Awesome Large Audio Models
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207
Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.
Multimodal Ml Music
⭐
202
List of academic resources on Multimodal ML for Music
Partitura
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195
A python package for handling modern staff notation of music
Panako
⭐
164
The Panako acoustic fingerprinting system.
Dali
⭐
156
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
Pypianoroll
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126
A toolkit for working with piano rolls
Symbolic Music Datasets
⭐
124
🎹 symbolic musical datasets
Genius
⭐
122
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 🕵️♀️ 🥁
Musicaiz
⭐
115
A python framework for symbolic music generation, evaluation and analysis
Pyaca
⭐
111
Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Mmt
⭐
107
Official Implementation of "Multitrack Music Transformer" (ICASSP 2023)
Mad Twinnet
⭐
101
The code for the MaD TwinNet. Demo page:
Llark
⭐
97
Code for the paper "LLark: A Multimodal Foundation Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.
Neural Audio Fp
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89
Aca Slides
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89
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
Bandsplitrnn Pytorch
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83
Unofficial PyTorch implementation of Music Source Separation with Band-split RNN
Hts Audio Transformer
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78
The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"
Zero_shot_audio_source_separation
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77
The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
Aca Code
⭐
76
Matlab scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Virtualconductor
⭐
72
Official implementation of "Self-Supervised Music-Motion Synchronization Learning for Music-Driven Conducting Motion Generation".
Demucs_lightning
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67
Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features
Meico
⭐
63
A converter framework with support for MEI, MSM, MPM, MIDI, WAV, MP3, chroma, and XSLT
Whatbpm
⭐
61
💓 Today's Trending Values for EDM Production
Music Sketchnet
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55
ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
Lead Sheet Dataset
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54
🎧 lead sheet datasets in various formats
Dechorder
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51
Automatic chord recognition application powered by machine learning
Muscaps
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46
Source code for "MusCaps: Generating Captions for Music Audio" (IJCNN 2021)
Mixingbear
⭐
45
Package for automatic beat-mixing of music files in Python 🐻🎚
Arranger
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44
Official Implementation of "Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music" (ISMIR 2021)
Musicntwrk
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44
Network Analysis of Generalized Musical Spaces
Lakh Pianoroll Dataset
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43
A collection of 174,154 multi-track piano-rolls
Muscall
⭐
43
Official implementation of "Contrastive Audio-Language Learning for Music" (ISMIR 2022)
Jazznet
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43
jazznet dataset of piano patterns for music audio machine learning research
Libaca
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42
C++ code accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Deep Music Tagger
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41
Music genre classification model using CRNN
Salami Data Public
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41
Autochord
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39
Automatic Chord Recognition tools - ISMIR2021 Late-Breaking Demo presentation
Symbtr
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38
Turkish Makam Music Symbolic Data Collection
Music Synthesis With Python
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38
Music Synthesis with Python talk, originally given at PyGotham 2017.
Ismir2018 Revisiting Svd
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38
Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook
Deepperformer
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37
Deep Performer: Score-to-audio music performance synthesis
Musicbucket Bot
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37
A Telegram bot that helps chat users sharing and keeping track music
Music Genre Classification
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37
Automatic Music Genre Classification with Machine Learning Techniques
Choco
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35
ChoCo: the Chord Corpus
Aisfx
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35
Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022): Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.
Marble Benchmark
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34
Music Audio Representation Benchmark for Universal Evaluation
Vae Bss
⭐
34
Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.
Strugatzki
⭐
33
Algorithms for matching audio file similarities. Mirror of https://git.iem.at/sciss/Strugatzki
Los Angeles Midi Dataset
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32
SOTA kilo-scale MIDI dataset for MIR and Music AI purposes
Vocal Melody Extraction
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29
Source code for "Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning".
Hpss
⭐
28
Harmonic/Percussive Sound Separation
Babycat
⭐
27
An audio manipulation library for Rust, Python, WebAssembly, and C.
Tomato
⭐
27
Turkish-Ottoman Makam (M)usic Analysis TOolbox
Msmd
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27
A Multimodal Audio Sheet Music Dataset
Melody Extraction With Melodic Segnet
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26
The source code of "A Streamlined Encoder/Decoder Architecture for Melody Extraction"
Vamp Aubio Plugins
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26
aubio plugins for Vamp
Samplecnn Pytorch
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26
Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"
Chord Detection
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25
App for Chord Sequence Detection
Da Tacos
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23
A Dataset for Cover Song Identification and Understanding
Alignmentduration
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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.
Mc Sonaar
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22
pure data live sampling-mashup tool
Source
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22
A Freesound Community Sampler
Mtanet
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21
INTERSPEECH2023: Multi-band Time-frequency Attention Network for Singing Melody Extraction from Polyphonic Music
Deep Music Genre Classification
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20
🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis
Jdcnet Pytorch
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20
pytorch implementation of JDCNet, singing voice detection and classification network
Ireal Reader
⭐
20
A Node JS module to read music files from iRealPro.
Cunet
⭐
20
Control mechanisms to the U-Net architecture for doing multiple source separation instruments
Music Genre Classification
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20
Zalo AI Challenge - Music Genre Classification
Jipes
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20
Open source library that allows you to efficiently compute audio features.
Ismir2019 Music Style Translation
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20
The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.
Webspeechanalyzer
⭐
20
JS speech analyzer for fast speech analysis and labeling
Casd
⭐
19
Chordify Annotator Subjectivity Dataset - A chord-Label harmony dataset with multiple reference annotations per song
Audio_to_midi
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19
A CNN which converts piano audio to a simplified MIDI format
Music Genre Classification
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19
Classifying English Music (.mp3) files using Music Information Retrieval (MIR), Digital/Audio Signal Processing (DIP) and Machine Learning (ML) Strategies
1-100 of 171 search results
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