Published multiple papers, such as 'Differentiable Black-box and Gray-box Modeling of Nonlinear Audio Effects', 'NablAFx: A Framework for Differentiable Black-box and Gray-box Modeling of Audio Effects', and more, and won the Best Paper Award at ISMIR 2024.
Research Experience
Was a research intern at Sony CSL Paris, working on deep learning for audio signal processing; postdoctoral researcher at Queen Mary University of London, working on music source separation; research intern at Sony Tokyo, focused on deep learning for generative audio; research assistant at Imperial College London, working on binaural audio rendering and interactive soundscapes; electronic engineer and project engineer at Blackstar Amplification, responsible for amps and effects design and project management; founder, owner, and electronic engineer at Mad Hatter Stompboxes, designing guitar pedal effects and full product development.
Education
Holds a BEng in Computer Engineering and an MEng in Electronic Engineering from Sapienza University of Rome; an MSc in Sound and Music Computing from Queen Mary University of London; currently pursuing a PhD in Artificial Intelligence and Music at Queen Mary University of London under the supervision of Joshua Reiss.
Background
Research interests include audio effects modeling and neural synthesis of sound effects. Previously, he worked as a guitar amplifiers designer and project engineer at Blackstar Amps, focusing on high-voltage valve amps, low-voltage amps, and pedals, as well as helping to model analog circuits.
Miscellany
Passionate about music, he was a guitar pedal designer.