12 citations · 15 across the 4 of their papers we have counts for
4 papers
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…
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…
DDX7: Differentiable FM Synthesis of Musical Instrument Sounds
Franco Caspe, Andrew McPherson, Mark Sandler
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 c…