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Search results for python music information retrieval
music-information-retrieval
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python
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87 search results found
Essentia
⭐
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.
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.
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
⭐
930
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
Mir_eval
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544
Evaluation functions for music/audio information retrieval/signal processing algorithms.
Miditok
⭐
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
Omr Datasets
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266
Collection of datasets used for Optical Music Recognition
Clmr
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251
Official PyTorch implementation of Contrastive Learning of Musical Representations
Some
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249
SOME: Singing-Oriented MIDI Extractor.
Partitura
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195
A python package for handling modern staff notation of music
Dali
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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
Music Emotion Recognition
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117
A Machine Learning Approach of Emotional Model
Audioowl
⭐
116
Fast and simple music and audio analysis using RNN in Python 🕵️♀️ 🥁
Musicaiz
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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
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107
Official Implementation of "Multitrack Music Transformer" (ICASSP 2023)
Mad Twinnet
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101
The code for the MaD TwinNet. Demo page:
Llark
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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
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
Virtualconductor
⭐
72
Official implementation of "Self-Supervised Music-Motion Synchronization Learning for Music-Driven Conducting Motion Generation".
Demucs_lightning
⭐
67
Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features
Music Sketchnet
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55
ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
Dechorder
⭐
51
Automatic chord recognition application powered by machine learning
Mixingbear
⭐
45
Package for automatic beat-mixing of music files in Python 🐻🎚
Arranger
⭐
44
Official Implementation of "Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music" (ISMIR 2021)
Jazznet
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43
jazznet dataset of piano patterns for music audio machine learning research
Muscall
⭐
43
Official implementation of "Contrastive Audio-Language Learning for Music" (ISMIR 2022)
Lakh Pianoroll Dataset
⭐
43
A collection of 174,154 multi-track piano-rolls
Deep Music Tagger
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41
Music genre classification model using CRNN
Ismir2018 Revisiting Svd
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38
Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook
Symbtr
⭐
38
Turkish Makam Music Symbolic Data Collection
Music Synthesis With Python
⭐
38
Music Synthesis with Python talk, originally given at PyGotham 2017.
Music Genre Classification
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37
Automatic Music Genre Classification with Machine Learning Techniques
Deepperformer
⭐
37
Deep Performer: Score-to-audio music performance synthesis
Musicbucket Bot
⭐
37
A Telegram bot that helps chat users sharing and keeping track music
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.
Vae Bss
⭐
34
Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.
Marble Benchmark
⭐
34
Music Audio Representation Benchmark for Universal Evaluation
Los Angeles Midi Dataset
⭐
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".
Tomato
⭐
27
Turkish-Ottoman Makam (M)usic Analysis TOolbox
Samplecnn Pytorch
⭐
26
Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"
Melody Extraction With Melodic Segnet
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26
The source code of "A Streamlined Encoder/Decoder Architecture for Melody Extraction"
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.
Da Tacos
⭐
23
A Dataset for Cover Song Identification and Understanding
Mtanet
⭐
21
INTERSPEECH2023: Multi-band Time-frequency Attention Network for Singing Melody Extraction from Polyphonic Music
Cunet
⭐
20
Control mechanisms to the U-Net architecture for doing multiple source separation instruments
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
Music Genre Classification
⭐
20
Zalo AI Challenge - Music Genre Classification
Ismir2019 Music Style Translation
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20
The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.
Audio_to_midi
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19
A CNN which converts piano audio to a simplified MIDI format
Casd
⭐
19
Chordify Annotator Subjectivity Dataset - A chord-Label harmony dataset with multiple reference annotations per song
Kknet
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17
An implementation of "Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction", in ISMIR 2023
Pyace
⭐
17
pyace: A python implementation of automatic chord estimation (ACE) from audio
Apicultor
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17
API.Cultor: Another BigData approach to sound collections
Loopy
⭐
15
A data framework for music information retrieval focusing on electronic music.
Essentia Tutorial
⭐
14
A tutorial for using Essentia in Python
Music Style Transfer
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13
Source code for "Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model"
Mirdeeplearning
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13
Deep learning for music information retrieval
Contrastive Mir Learning
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13
This repo contains the code to reproduce the paper: "Enriched Music Representations with Multiple Cross-modal Contrastive Learning"
Equivariant Self Supervision Tempo
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11
Official implementation of "Equivariant Self-Supervision for Musical Tempo Estimation (ISMIR 2022)"
Simple_dr_meter
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11
An (optimized) implementation of the music DR measurement (compliant with http://dr.loudness-war.info/), it supports CUE sheets and is faster than all currently available alternatives (at the time of writing, not sure about now)
Zeronotesamba
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11
Repository for the TASLP 2023 Paper "Zero-Note Samba".
Music Lrc Match
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11
## 基于Python,自动匹配并下载音乐对应的lrc歌词,自动操作,支持模糊搜索、纯音乐填充、自动防重、
Songspk Musicscrapper
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10
A Python Script which scrapes out all the Songs URL from SongsPK and store it in a SQLite3 Database
Inceptionkeynet
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10
A CNN model for key estimation in music recordings
Joydivision
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9
Music Mood Classification on the Million Song Dataset
Artwithaicourse
⭐
8
Course about artificial intelligence applied to the arts. Available in spanish and english.
Chromacoverid
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8
Methods to compute various chroma audio features and audio similarity measures particularly for the task of cover song identification
Pyharmonytooling
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7
python code to manage music harmony
Emotion Guided Piano Accompaniment Generation
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7
This is the codes repository for the paper "Emotion-Guided Music Accompaniment Generation based on VAE".
Onnxcrepe
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6
ONNX deployment of the CREPE pitch tracker
Ism2017
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6
Reproducible research code for the experiments presented in our article "Kara1k: a karaoke dataset for cover song identification and singing voice analysis" published at IEEE ISM 2017
Musicmetalinker
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5
MusicMetaLinker - Entity Linking and Knowledge Augmentation library for music metadata
Musicvideomaker
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5
Automatically generate a music video by extracting scenes from another video
Harte Library
⭐
5
Extension of the music21 library for working with music chords encoded according to the Harte Notation.
Vocsep_ijcai2023
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5
Code for the paper Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem
Svs Unet Pytorch
⭐
5
The Pytorch implementation of the ISMIR 2017 paper
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