| 2019 | IJCNN | Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification. | Leonardo Gabrielli, Livio Ambrosini, Fabio Vesperini, Valeria Bruschi, Stefano Squartini, Luca Cattani |
| 2018 | IJCNN | Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks. | Fabio Vesperini, Andrea Galli, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini |
| 2017 | IJCNN | Acoustic novelty detection with adversarial autoencoders. | Emanuele Principi, Fabio Vesperini, Stefano Squartini, Francesco Piazza |
| 2016 | IJCNN | Combining evolution strategies and neural network procedures for compression driver design. | Michele Gasparini, Fabio Vesperini, Stefania Cecchi, Stefano Squartini, Francesco Piazza, Romolo Toppi |
| 2016 | IJCNN | Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation. | Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi, Stefano Squartini, Francesco Piazza |
| 2015 | ICASSP | A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks. | Erik Marchi, Fabio Vesperini, Florian Eyben, Stefano Squartini, Bjrn W. Schuller |
| 2015 | IJCNN | Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. | Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Bjrn W. Schuller |