| 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 Proceedings 40th IEEE International Conference on Acoustics, Speech, and …, 2015 | 171 | 2015 |
| 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 | 56 | 2015 |
| Deep recurrent neural network-based autoencoders for acoustic novelty detection E Marchi, F Vesperini, S Squartini, B Schuller Computational intelligence and neuroscience 2017, 2017 | 51 | 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 | 36 | 2016 |
| 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 | 29 | 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 | 22 | 2019 |
| 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 | 20 | 2018 |
| 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 | 16 | 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 | 14 | 2016 |
| 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 | 8 | 2018 |
| 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 | 6 | 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 | 6 | 2018 |
| 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 | 5 | 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 | 4 | 2017 |
| 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 | 4 | 2017 |
| 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 | 3 | 2018 |
| A capsule neural networks based approach for bird audio detection F Vesperini, L Gabrielli, E Principi, S Squartini Ancona, Italy, 2018 | 3 | 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 | 2 | 2020 |
| 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 | 1 | 2019 |
| Convolutional Recurrent Neural Networks and Acoustic Data F Vesperini, L Romeo, E Principi, A Monteriù, S Squartini Neural Approaches to Dynamics of Signal Exchanges 151, 35, 2019 | | 2019 |
