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; Björn W. Schuller (ICASSP, 2015)

Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. - Erik Marchi; Fabio Vesperini; Felix Weninger; Florian Eyben; Stefano Squartini; Björn W. Schuller (IJCNN, 2015)

Combining evolution strategies and neural network procedures for compression driver design. - Michele Gasparini; Fabio Vesperini; Stefania Cecchi; Stefano Squartini; Francesco Piazza; Romolo Toppi (IJCNN, 2016)

Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation. - Fabio Vesperini; Paolo Vecchiotti; Emanuele Principi; Stefano Squartini; Francesco Piazza (IJCNN, 2016)

A neural network based algorithm for speaker localization in a multi-room environment. - Fabio Vesperini; Paolo Vecchiotti; Emanuele Principi; Stefano Squartini; Francesco Piazza (MLSP, 2016)

A neural network approach for sound event detection in real life audio. - Michele Valenti; Dario Tonelli; Fabio Vesperini; Emanuele Principi; Stefano Squartini (EUSIPCO, 2017)

Acoustic novelty detection with adversarial autoencoders. - Emanuele Principi; Fabio Vesperini; Stefano Squartini; Francesco Piazza (IJCNN, 2017)

Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection. - Erik Marchi; Fabio Vesperini; Stefano Squartini; Björn W. Schuller (Comput. Intell. Neurosci., 2017)

Hierarchic Conv Nets Framework for Rare Sound Event Detection. - Fabio Vesperini; Diego Droghini; Emanuele Principi; Leonardo Gabrielli; Stefano Squartini (EUSIPCO, 2018)

Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks. - Fabio Vesperini; Andrea Galli; Leonardo Gabrielli; Emanuele Principi; Stefano Squartini (IJCNN, 2018)

Localizing speakers in multiple rooms by using Deep Neural Networks. - Fabio Vesperini; Paolo Vecchiotti; Emanuele Principi; Stefano Squartini; Francesco Piazza (Comput. Speech Lang., 2018)

Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment. - Paolo Vecchiotti; Fabio Vesperini; Emanuele Principi; Stefano Squartini; Francesco Piazza (Multidisciplinary Approaches to Neural Computing, 2018)

Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification. - Leonardo Gabrielli; Livio Ambrosini; Fabio Vesperini; Valeria Bruschi; Stefano Squartini; Luca Cattani (IJCNN, 2019)

Polyphonic Sound Event Detection by Using Capsule Neural Networks. - Fabio Vesperini; Leonardo Gabrielli; Emanuele Principi; Stefano Squartini (IEEE J. Sel. Top. Signal Process., 2019)

Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection. - Fabio Vesperini; Luca Romeo; Emanuele Principi; Andrea Monteriù; Stefano Squartini (Neural Approaches to Dynamics of Signal Exchanges, 2020)