Sound Synthesis Lab

new interfaces for musical expression, augmented instruments, performance study, human-computer interaction, embedded hardware

Perceptually motivated deep learning approaches to creative sound synthesis

Towards Composing Contemporary Classical Music using Generative Deep Learning

Singing Voice Attribute Transformation

Neural Drum Synthesis

Neural Audio Synthesis with Expressiveness Control

Machine Learning of Physical Models for Voice Synthesis

Automatic micro-composition for professional/novice composers using generative models as creativity support tools

Time to vibe together: cloud-based guitar and intelligent agent

sound engineering, intelligent audio production, sound synthesis, audio effects, automatic mixing

Machine learning applied to sound synthesis models

PERFORM-AI (Provide Extended Realities for Musical Performance using AI)

Generative Models For Music Audio Representation And Understanding

Hybrid Neural Methods for Sound Synthesis

Audio Applications of Novel Mathematical Methods in Deep Learning

Virtual Placement of Objects in Acoustic Scenes

Industry-scale Machine Listening for Music and Audio Data