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Deep Neural Networks for Road Surface Roughness Classification from Acoustic Signals

Authors: Ambrosini, Livio; Gabrielli, Leonardo; Vesperini, Fabio; Squartini, Stefano; Cattani, Luca
Affiliation: Universita Politecnica delle Marche, Ancona, Italy; ASK Industries S.p.A., Montecavolo di Quattro Castella (RE), Italy
Publication Date: May 2018
Type: Convention Paper
Cost: Free to AES members & institutions and $33 to non-members

Detecting Road Surface Wetness Using Microphones and Convolutional Neural Networks

Authors: Pepe, Giovanni; Gabrielli, Leonardo; Ambrosini, Livio; Squartini, Stefano; Cattani, Luca
Affiliation: Universitá Politecnica delle Marche, Ancona, Italy; ASK Industries S.p.A., Montecavolo di Quattro Castella (RE), Italy
Publication Date: March 2019
Type: Convention Paper
Cost: Free to AES members & institutions and $33 to non-members

Distilling DDSP: Exploring Real-Time Audio Generation on Embedded Systems

Open Access
Authors: Giudici, Gregorio Andrea; Caspe, Franco; Gabrielli, Leonardo; Squartini, Stefano; Turchet, Luca
Affiliation: Department of Information Engineering and Computer Science, University of Trento, Trento, Italy; Department of Information Engineering and Computer Science, University of Trento, Trento, Italy; Centre for Digital Music, Queen Mary University of London, London, UK; Department of Information Engineering, Universit`a Politecnica delle Marche, Ancona, Italy; Department of Information Engineering, Universit`a Politecnica delle Marche, Ancona, Italy
Publication Date: June 2025
Type: Journal Article
Cost: Open Access (Free to all)

Deep Learning for Timbre Modification and Transfer: An Evaluation Study

Authors: Gabrielli, Leonardo; Cella, Carmine Emanuel; Vesperini, Fabio; Droghini, Diego; Principi, Emanuele; Squartini, Stefano
Affiliation: Universitá Politecnica delle Marche, Ancona, Italy; IRCAM, Paris, France
Publication Date: May 2018
Type: Convention Paper
Cost: Free to AES members & institutions and $33 to non-members