Popular GitHub Repositories for Music Information Retrieval

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

MIDI / symbolic music tokenizers for Deep Learning models ?

A toolkit for symbolic music generation

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.

Fast and simple music and audio analysis using RNN in Python ?️‍♀️ ?

A Machine Learning Approach of Emotional Model

The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022

A python framework for symbolic music generation, evaluation and analysis

Official Implementation of "Multitrack Music Transformer" (ICASSP 2023)

ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm

Music genre classification model using CRNN

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.

Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.

A CNN which converts piano audio to a simplified MIDI format

Course about artificial intelligence applied to the arts. Available in spanish and english.

:musical_note: ICANN‘2021: Multi-Modal Chorus Recognition for Improving Song Search

A deep learning project for automated chorus detection in songs, featuring a command-line interface (CLI) tool that allows users to input a YouTube link and utilize a pre-trained CRNN model to detect chorus sections from a song on YouTube

? Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

ONNX deployment of the CREPE pitch tracker