VESPERINI, FABIO
VESPERINI, FABIO
A neural network approach for sound event detection in real life audio
2017-01-01 Valenti, Michele; Tonelli, Dario; Vesperini, Fabio; Principi, Emanuele; Squartini, Stefano
A neural network based algorithm for speaker localization in a multi-room environment
2016-01-01 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
2015-01-01 Marchi, E.; Vesperini, Fabio; Eyben, F.; Squartini, Stefano; Schuller, B.
Acoustic novelty detection with adversarial autoencoders
2017-01-01 Principi, Emanuele; Vesperini, Fabio; Squartini, Stefano; Piazza, Francesco
Combining evolution strategies and neural network procedures for compression driver design
2016-01-01 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
2017-01-01 Vecchiotti, Paolo; Vesperini, Fabio; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection
2020-01-01 Vesperini, F.; Romeo, L.; Principi, E.; Monteriu, A.; Squartini, S.
Deep Learning for Sound Event Detection and Classification
2019-03-13 Vesperini, Fabio
Deep Learning for Timbre Modification and Transfer: An Evaluation Study
2018-01-01 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
2016-01-01 Vesperini, Fabio; Vecchiotti, Paolo; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
Deep Neural Networks for Road Surface Roughness Classification from Acoustic Signals
2018-01-01 Ambrosini, Livio; Gabrielli, Leonardo; Vesperini, Fabio; Squartini, Stefano; Cattani, Luca
Deep Recurrent Neural Network-based Autoencoders for Acoustic Novelty Detection
2017-01-01 Marchi, Erik; Vesperini, Fabio; Squartini, Stefano; Schuller, Bjoern
Few-Shot Siamese Neural Networks Employing Audio Features for Human-Fall Detection
2018-01-01 Droghini, Diego; Vesperini, Fabio; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
Hierarchic convnets framework for rare sound event detection
2018-01-01 Vesperini, F.; Droghini, D.; Principi, E.; Gabrielli, L.; Squartini, S.
Localizing speakers in multiple rooms by using Deep Neural Networks
2017-01-01 Vesperini, Fabio; Vecchiotti, Paolo; Principi, Emanuele; Squartini, Stefano; Piazza, Francesco
Non-Linear Prediction with LSTM Recurrent Neural Networks for Acoustic Novelty Detection
2015-01-01 Marchi, E.; Vesperini, Fabio; Weninger, F.; Eyben, F.; Squartini, Stefano; Schuller, B.
Polyphonic Sound Event Detection by using Capsule Neural Networks
2019-01-01 Vesperini, Fabio; Gabrielli, Leonardo; Principi, Emanuele; Squartini, Stefano
Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification
2019-01-01 Gabrielli, L.; Ambrosini, L.; Vesperini, F.; Bruschi, Valeria; Squartini, S.; Cattani, L.
Rima Glottidis: Experimenting Generative Raw Audio Synthesis for a Sound Installation
2019-01-01 Gabrielli, Leonardo; Vesperini, Fabio; Droghini, Diego; Squartini, Stefano
Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks
2018-01-01 Vesperini, Fabio; Galli, Andrea; Gabrielli, Leonardo; Principi, Emanuele; Squartini, Stefano
| 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 |