Concepedia

Fabio Vesperini

FV

Statistics

Publications

12

Citations

692

H-Index

11

Active since

2015

Affiliations

Marche Polytechnic University(Current)

Technical University of Munich

Imperial College London

University of Passau

Fabio Vesperini is an author at Marche Polytechnic University specializing in computing, machine learning, and computer science.

ORCID

Publications per year

2015–2019

12

Publications

12

A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks

Erik Marchi, Fabio Vesperini, Florian Eyben et al. · 2015 · 223 citations · Full text

, , +15

Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection

Erik Marchi, Fabio Vesperini, Stefano Squartini et al. · Computational Intelligence and Neuroscience · 2017 · 84 citations · Full text

, , +12

A neural network based algorithm for speaker localization in a multi-room environment

Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi et al. · 2016 · 75 citations

, , +16

Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection

Erik Marchi, Fabio Vesperini, Felix Weninger et al. · 2015 · 69 citations · Full text

, , +13

Polyphonic Sound Event Detection by Using Capsule Neural Networks

Fabio Vesperini, Leonardo Gabrielli, Emanuele Principi et al. · IEEE Journal of Selected Topics in Signal Processing · 2019 · 59 citations · Full text

, , +12

1–5 of 12