VESPERINI, FABIO

VESPERINI, FABIO  

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Titolo Data di pubblicazione Autore(i) File
A neural network approach for sound event detection in real life audio 1-gen-2017 Valenti, Michele; Tonelli, Dario; Vesperini, Fabio; Principi, Emanuele; Squartini, Stefano
A neural network based algorithm for speaker localization in a multi-room environment 1-gen-2016 Vesperini, Fabio; Vecchiotti, Paolo; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
A Novel Approach for Automatic Acoustic Novelty Detection Using a Denoising Autoencoder with Bidirectional LSTM Neural Networks 1-gen-2015 Marchi, E.; Vesperini, Fabio; Eyben, F.; Squartini, Stefano; Schuller, B.
Acoustic novelty detection with adversarial autoencoders 1-gen-2017 Principi, Emanuele; Vesperini, Fabio; Squartini, Stefano; Piazza, Francesco
Combining evolution strategies and neural network procedures for compression driver design 1-gen-2016 Gasparini, Michele; Vesperini, Fabio; Cecchi, Stefania; Squartini, Stefano; Piazza, Francesco; Toppi, Romolo
Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment 1-gen-2017 Vecchiotti, Paolo; Vesperini, Fabio; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection 1-gen-2020 Vesperini, F.; Romeo, L.; Principi, E.; Monteriu, A.; Squartini, S.
Deep Learning for Sound Event Detection and Classification 13-mar-2019 Vesperini, Fabio
Deep Learning for Timbre Modification and Transfer: An Evaluation Study 1-gen-2018 Gabrielli, Leonardo; Cella, Carmine Emanuel; Vesperini, Fabio; Droghini, Diego; Principi, Emanuele; Squartini, Stefano
Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation 1-gen-2016 Vesperini, Fabio; Vecchiotti, Paolo; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
Deep Neural Networks for Road Surface Roughness Classification from Acoustic Signals 1-gen-2018 Ambrosini, Livio; Gabrielli, Leonardo; Vesperini, Fabio; Squartini, Stefano; Cattani, Luca
Deep Recurrent Neural Network-based Autoencoders for Acoustic Novelty Detection 1-gen-2017 Marchi, Erik; Vesperini, Fabio; Squartini, Stefano; Schuller, Bjoern
Few-Shot Siamese Neural Networks Employing Audio Features for Human-Fall Detection 1-gen-2018 Droghini, Diego; Vesperini, Fabio; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
Hierarchic convnets framework for rare sound event detection 1-gen-2018 Vesperini, F.; Droghini, D.; Principi, E.; Gabrielli, L.; Squartini, S.
Localizing speakers in multiple rooms by using Deep Neural Networks 1-gen-2017 Vesperini, Fabio; Vecchiotti, Paolo; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
Non-Linear Prediction with LSTM Recurrent Neural Networks for Acoustic Novelty Detection 1-gen-2015 Marchi, E.; Vesperini, Fabio; Weninger, F.; Eyben, F.; Squartini, Stefano; Schuller, B.
Polyphonic Sound Event Detection by using Capsule Neural Networks 1-gen-2019 Vesperini, Fabio; Gabrielli, Leonardo; Principi, Emanuele; Squartini, Stefano
Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification 1-gen-2019 Gabrielli, L.; Ambrosini, L.; Vesperini, F.; Bruschi, Valeria; Squartini, S.; Cattani, L.
Rima Glottidis: Experimenting Generative Raw Audio Synthesis for a Sound Installation 1-gen-2019 Gabrielli, Leonardo; Vesperini, Fabio; Droghini, Diego; Squartini, Stefano
Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks 1-gen-2018 Vesperini, Fabio; Galli, Andrea; Gabrielli, Leonardo; Principi, Emanuele; Squartini, Stefano