FM Synthesis is a well-known algorithm used to generate complex timbre from a compact set
of design primitives. Typically featuring a MIDI interface, it is usually impractical to control it …

This chapter explores the creative possibilities offered by latent spaces. Latent spaces are
machine-learnt maps representing large media datasets such as images and sound. With a …

This paper presents the network bending framework, a new approach for manipulating and
interacting with deep generative models. We present a comprehensive set of deterministic …

In media production, the sound design process often involves the use of pre-recorded sound
samples as the source of the audio assets. However, the increasing size and complexity of …

It can be challenging to engage with machine learning in restricted computing environments,
such as the systems often in use in digital or hybrid musical instruments. We often use low …