2 citations · 4 across the 5 of their papers we have counts for
4 papers · 1 filter
Designing Neural Synthesizers for Low-Latency Interaction
Franco Caspe, Jordie Shier, Mark Sandler +2
Neural Audio Synthesis (NAS) models offer interactive musical control over high-quality, expressive audio generators. While these models can operate in real-time, they often suffer…
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…
FM Tone Transfer with Envelope Learning
Franco Caspe, Andrew McPherson, Mark Sandler
Tone Transfer is a novel deep-learning technique for interfacing a sound source with a synthesizer, transforming the timbre of audio excerpts while keeping their musical form conte…
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…