| 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 | 319 | 2015 |
| 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 | 117 | 2017 |
| 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 | 95 | 2016 |
| 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 | 92 | 2015 |
| 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 | 75 | 2017 |
| 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 | 70 | 2019 |
| 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 | 39 | 2018 |
| 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 | 38 | 2018 |
| 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 | 30 | 2016 |
| 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 | 17 | 2018 |
| 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 | 15 | 2019 |
| 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 | 15 | 2017 |
| 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 | 14 | 2018 |
| 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 | 13 | 2018 |
| 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 | 9 | 2018 |
| 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 | 9 | 2018 |
| Convolutional recurrent neural networks and acoustic data augmentation for snore detection F Vesperini, L Romeo, E Principi, A Monteriù, S Squartini Neural Approaches to Dynamics of Signal Exchanges, 35-46, 2020 | 8 | 2020 |
| 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 | 7 | 2018 |
| 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 | 6 | 2017 |
| 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 |
