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The Top 23 Deep Learning Music Information Retrieval Open Source Projects

Open source projects categorized as Deep Learning Music Information Retrieval
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Music Information Retrieval
Awesome Deep Learning Music ⭐ 2,650
List of articles related to deep learning applied to music
most recent commit 5 months ago
Audioflux ⭐ 1,968
A library for audio and music analysis, feature extraction.
total releases 7most recent commit 3 months ago
Fma ⭐ 1,773
FMA: A Dataset For Music Analysis
most recent commit a year ago
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59most recent commit 3 months agopypi miditok} Downloads
Mtg Jamendo Dataset ⭐ 225
Metadata, scripts and baselines for the MTG-Jamendo dataset
most recent commit 5 months ago
Dali ⭐ 156
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
dependent packages 2total releases 4most recent commit 4 years agopypi DALI-dataset} Downloads
Musicaiz ⭐ 115
A python framework for symbolic music generation, evaluation and analysis
total releases 6most recent commit a year ago
Mad Twinnet ⭐ 101
The code for the MaD TwinNet. Demo page:
most recent commit 5 years ago
Neural Audio Fp ⭐ 89
most recent commit 2 years ago
Virtualconductor ⭐ 72
Official implementation of "Self-Supervised Music-Motion Synchronization Learning for Music-Driven Conducting Motion Generation".
most recent commit a year ago
Demucs_lightning ⭐ 67
Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features
most recent commit a year ago
Music Sketchnet ⭐ 55
ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
most recent commit 2 years ago
Jazznet ⭐ 43
jazznet dataset of piano patterns for music audio machine learning research
most recent commit 8 months ago
Deep Music Tagger ⭐ 41
Music genre classification model using CRNN
most recent commit 6 years ago
Autochord ⭐ 39
Automatic Chord Recognition tools - ISMIR2021 Late-Breaking Demo presentation
total releases 5most recent commit a year ago
Ismir2018 Revisiting Svd ⭐ 38
Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook
most recent commit 4 years ago
Aisfx ⭐ 35
Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022): Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.
total releases 4most recent commit 10 months ago
Vae Bss ⭐ 34
Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.
most recent commit 7 months ago
Marble Benchmark ⭐ 34
Music Audio Representation Benchmark for Universal Evaluation
most recent commit 6 months ago
Vocal Melody Extraction ⭐ 29
Source code for "Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning".
most recent commit 6 years ago
Samplecnn Pytorch ⭐ 26
Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"
most recent commit 6 years ago
Chord Detection ⭐ 25
App for Chord Sequence Detection
most recent commit a year 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 4 years ago
The 2 Most Depended On Deep Learning Music Information Retrieval Open Source Projects
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59latest release November 28, 2023most recent commit 3 months agopypi miditok} Downloads
Dali ⭐ 156
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
dependent packages 2total releases 4latest release April 08, 2020most recent commit 4 years agopypi DALI-dataset} Downloads
The 6 Latest Releases In Deep Learning Music Information Retrieval Open Source Projects
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59latest release November 28, 2023most recent commit 3 months agopypi miditok} Downloads
Audioflux ⭐ 1,968
A library for audio and music analysis, feature extraction.
total releases 7latest release January 19, 2023most recent commit 3 months ago
Musicaiz ⭐ 115
A python framework for symbolic music generation, evaluation and analysis
total releases 6latest release December 05, 2022most recent commit a year ago
Autochord ⭐ 39
Automatic Chord Recognition tools - ISMIR2021 Late-Breaking Demo presentation
total releases 5latest release October 07, 2021most recent commit a year ago
Dali ⭐ 156
DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.
dependent packages 2total releases 4latest release April 08, 2020most recent commit 4 years agopypi DALI-dataset} Downloads
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