Popular GitHub Repositories for Jazz Improvisation

Deep learning driven jazz generation using Keras & Theano!

Transformer-XL for Jazz music composition. Paper: "The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-Composed Music through Quantitative Measures", ISMIR 2020

Easy-to-use Deep LSTM Neural Network to generate song sounds like containing improvisation.

"Dicy2 for Max" is a Max package implementing interactive agents using machine-learning to generate musical sequences that can be integrated into musical situations ranging from the production of structured material within a compositional process to the design of autonomous agents for improvised interaction. Check also our plugin for Ableton live !

An automatic improvisation software and an interactive installation that generates chord progressions and melodies on the fly, following the playing of the musician, understanding the modal changes and providing an artificial musical companion that could provide new unexpected composition ideas.

A generative algorithm for music composition based on jazz theory

iJazzARTIST: Intelligent Jazz Accompanist for Real-Time human-computer Interactive muSic improvisaTion ( B.Sc. Thesis )

Tristam stands for Training Intelligent Sequencer Tool for Adaptative Music.

Kaggle competition to predict customer transactions was performed using Linear Regression, Neural Networks and Random Forests. Separate programs were written for each of the above models with and without parallelization and the time improvisation was noted.

LSTM Music Generator

An LSTM neural network that generates classical and jazz MIDI songs

JAZ-DRM is an open audio dataset containing a series of classic and modern jazz drum rhythms.

The aim is to train a Long Short Term Memory (LSTM) network to generate novel jazz solos in a style representative of a body of performed work.

A deep learning project using LSTM networks to generate jazz music. The model trains on a dataset of musical sequences, learning to predict the next note and creating original jazz improvisations. Outputs are saved as MIDI files for playback.

Jazz solo improv AI