4 papers
Playability-Aware Audio-to-Tablature Guitar Transcription via Diffusion Models
Riccardo Simionato, Louis Bigo
Guitar tablature transcription requires not only accurate pitch detection but also assigning each note to a specific string-fret position, as the same pitch can be played at multip…
Sines, Transient, Noise Neural Modeling of Piano Notes
Riccardo Simionato, Stefano Fasciani
This paper introduces a novel method for emulating piano sounds. We propose to exploit the sines, transient, and noise decomposition to design a differentiable spectral modeling sy…
Modeling Time-Variant Responses of Optical Compressors with Selective State Space Models
Riccardo Simionato, Stefano Fasciani
This paper presents a method for modeling optical dynamic range compressors using deep neural networks with Selective State Space models. The proposed approach surpasses previous m…
Comparative Study of State-based Neural Networks for Virtual Analog Audio Effects Modeling
Riccardo Simionato, Stefano Fasciani
Artificial neural networks are a promising technique for virtual analog modeling, having shown particular success in emulating distortion circuits. Despite their potential, enhance…