Fabio Vesperini

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 14

Top Topics

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
Polyphonic Sound Event Detection by Using Capsule Neural Networks. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Leonardo Gabrielli, Livio Ambrosini, Fabio Vesperini, Valeria Bruschi, Stefano Squartini, Luca Cattani
Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification. IJCNN (2019)
Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi, Stefano Squartini, Francesco Piazza
Localizing speakers in multiple rooms by using Deep Neural Networks. Comput. Speech Lang. 49 (2018)
Fabio Vesperini, Andrea Galli, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks. IJCNN (2018)
Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini
Polyphonic Sound Event Detection by using Capsule Neural Networks. CoRR (2018)
Fabio Vesperini, Diego Droghini, Emanuele Principi, Leonardo Gabrielli, Stefano Squartini
Hierarchic Conv Nets Framework for Rare Sound Event Detection. EUSIPCO (2018)
Erik Marchi, Fabio Vesperini, Stefano Squartini, Björn W. Schuller
Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection. Comput. Intell. Neurosci. 2017 (2017)
Michele Valenti, Dario Tonelli, Fabio Vesperini, Emanuele Principi, Stefano Squartini
A neural network approach for sound event detection in real life audio. EUSIPCO (2017)
Emanuele Principi, Fabio Vesperini, Stefano Squartini, Francesco Piazza
Acoustic novelty detection with adversarial autoencoders. IJCNN (2017)
Michele Gasparini, Fabio Vesperini, Stefania Cecchi, Stefano Squartini, Francesco Piazza, Romolo Toppi
Combining evolution strategies and neural network procedures for compression driver design. IJCNN (2016)
Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi, Stefano Squartini, Francesco Piazza
Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation. IJCNN (2016)
Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi, Stefano Squartini, Francesco Piazza
A neural network based algorithm for speaker localization in a multi-room environment. MLSP (2016)
Erik Marchi, Fabio Vesperini, Florian Eyben, Stefano Squartini, Björn W. Schuller
A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks. ICASSP (2015)
Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Björn W. Schuller
Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. IJCNN (2015)