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Fabio Vesperini
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A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks
E Marchi, F Vesperini, F Eyben, S Squartini, B Schuller
2015 IEEE international conference on acoustics, speech and signal …, 2015
3032015
Deep recurrent neural network‐based autoencoders for acoustic novelty detection
E Marchi, F Vesperini, S Squartini, B Schuller
Computational intelligence and neuroscience 2017 (1), 4694860, 2017
1082017
A neural network based algorithm for speaker localization in a multi-room environment
F Vesperini, P Vecchiotti, E Principi, S Squartini, F Piazza
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
882016
Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection
E Marchi, F Vesperini, F Weninger, F Eyben, S Squartini, B Schuller
2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015
882015
Acoustic novelty detection with adversarial autoencoders
E Principi, F Vesperini, S Squartini, F Piazza
2017 International Joint Conference on Neural Networks (IJCNN), 3324-3330, 2017
672017
Polyphonic sound event detection by using capsule neural networks
F Vesperini, L Gabrielli, E Principi, S Squartini
IEEE Journal of Selected Topics in Signal Processing 13 (2), 310-322, 2019
652019
Localizing speakers in multiple rooms by using deep neural networks
F Vesperini, P Vecchiotti, E Principi, S Squartini, F Piazza
Computer Speech & Language 49, 83-106, 2018
382018
Few-shot siamese neural networks employing audio features for human-fall detection
D Droghini, F Vesperini, E Principi, S Squartini, F Piazza
Proceedings of the International Conference on Pattern Recognition and …, 2018
342018
Deep neural networks for multi-room voice activity detection: Advancements and comparative evaluation
F Vesperini, P Vecchiotti, E Principi, S Squartini, F Piazza
2016 International Joint Conference on Neural Networks (IJCNN), 3391-3398, 2016
292016
Deep neural networks for road surface roughness classification from acoustic signals
L Ambrosini, L Gabrielli, F Vesperini, S Squartini, L Cattani
Audio Engineering Society Convention 144, 2018
162018
A neural network approach for sound event detection in real life audio
M Valenti, D Tonelli, F Vesperini, E Principi, S Squartini
2017 25th European Signal Processing Conference (EUSIPCO), 2754-2758, 2017
142017
Processing acoustic data with siamese neural networks for enhanced road roughness classification
L Gabrielli, L Ambrosini, F Vesperini, V Bruschi, S Squartini, L Cattani
2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019
132019
Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks
F Vesperini, A Galli, L Gabrielli, E Principi, S Squartini
Neural Networks (IJCNN), 2015 International Joint Conference on, 2018
132018
Convolutional neural networks with 3-d kernels for voice activity detection in a multiroom environment
P Vecchiotti, F Vesperini, E Principi, S Squartini, F Piazza
Multidisciplinary Approaches to Neural Computing, 161-170, 2018
112018
A capsule neural networks based approach for bird audio detection
F Vesperini, L Gabrielli, E Principi, S Squartini
Proceedings of the International Workshop on Detection and Classification of …, 2018
92018
Deep learning for timbre modification and transfer: An evaluation study
L Gabrielli, CE Cella, F Vesperini, D Droghini, E Principi, S Squartini
Audio Engineering Society Convention 144, 2018
92018
Convolutional recurrent neural networks and acoustic data augmentation for snore detection
F Vesperini, L Romeo, E Principi, A Monterił, S Squartini
Neural Approaches to Dynamics of Signal Exchanges, 35-46, 2020
72020
Hierarchic conv nets framework for rare sound event detection
F Vesperini, D Droghini, E Principi, L Gabrielli, S Squartini
2018 26th European Signal Processing Conference (EUSIPCO), 1497-1501, 2018
62018
A hierarchic multi-scaled approach for rare sound event detection
F Vesperini, D Droghini, D Ferretti, E Principi, L Gabrielli, S Squartini, ...
Proc. DCASE 2017-Workshop Detect. Classification Acoust. Scenes Events, 2017
62017
Method and apparatus for checking the production quality of cables that are provided with a protective sheath, in particular electrical cables
F Vesperini, D Droghini
US Patent 11,709,140, 2023
2023
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Articles 1–20