5 citations · 13 across the 7 of their papers we have counts for
7 papers
Real-time Timbre Remapping with Differentiable DSP
Jordie Shier, Charalampos Saitis, Andrew Robertson +1
Timbre is a primary mode of expression in diverse musical contexts. However, prevalent audio-driven synthesis methods predominantly rely on pitch and loudness envelopes, effectivel…
Fast Diffusion GAN Model for Symbolic Music Generation Controlled by Emotions
Jincheng Zhang, György Fazekas, Charalampos Saitis
Diffusion models have shown promising results for a wide range of generative tasks with continuous data, such as image and audio synthesis. However, little progress has been made o…
Differentiable Modelling of Percussive Audio with Transient and Spectral Synthesis
Jordie Shier, Franco Caspe, Andrew Robertson +3
Differentiable digital signal processing (DDSP) techniques, including methods for audio synthesis, have gained attention in recent years and lend themselves to interpretability in…
A Review of Differentiable Digital Signal Processing for Music & Speech Synthesis
Ben Hayes, Jordie Shier, György Fazekas +2
The term "differentiable digital signal processing" describes a family of techniques in which loss function gradients are backpropagated through digital signal processors, facilita…
Interactive Neural Resonators
Rodrigo Diaz, Charalampos Saitis, Mark Sandler
In this work, we propose a method for the controllable synthesis of real-time contact sounds using neural resonators. Previous works have used physically inspired statistical metho…
The language of sounds unheard: Exploring musical timbre semantics of large language models
Kai Siedenburg, Charalampos Saitis
Semantic dimensions of sound have been playing a central role in understanding the nature of auditory sensory experience as well as the broader relation between perception, languag…