Machine Learning

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Autolume: Automating Live Music Visualisation – Technical Report

Autolume is an interactive music visualizer using Generative Adversarial Networks (GANs). The program explores the latent space of a trained...

Autolume Mzton

Autolume Mzton is a meditation on the theme of dystopia. The piece is figuring generative analogical music and generative AI-driven video....

Autolume Acedia

Autolume Acedia is a hallucinatory meditation on the ancient emotion called acedia. Acedia describes a mixture of contemplative apathy, nervous...

Autolume: Automating Live Music Visualisation

Using Neural Networks for image generation allows artists to create new means to expressing the creativity. With Autolume we created...

Spire Muse: A Virtual Musical Partner for Creative Brainstorming

Spire Muse is co-creative musical agent that engages in different kinds of interactive behaviors and stylistic responses. The software utilizes...

A Comparative Study of Western and Chinese Classical Music based on Soundscape Models

Use of soundscape emotional recognition models for comparative analyses of western and Chinese classical musical

Multi-label Sound Event Retrieval

Deep learning system to identify which sounds are occurring in a given soundscape

Impress

Automatic emotional recognition in soundscape recordings

Automatic Pure Data Patch Generation

Automatically synthesizes generation using Cartesian programing

HSMM

Cognitive model for corpuse-based symbolic music generation

Composition by Negotiation

Agents choose sounds from a large pre-analyzed database of soundscape recordings.

Deus Ex Machina I

The procedure to generate Gradual follows that of One of the Above, albeit with the software extended to work with pitch material (AE).