Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks. - Erik Marchi; Giacomo Ferroni; Florian Eyben; Leonardo Gabrielli; Stefano Squartini; Björn W. Schuller (ICASSP, 2014)

Audio onset detection: A wavelet packet based approach with recurrent neural networks. - Erik Marchi; Giacomo Ferroni; Florian Eyben; Stefano Squartini; Björn W. Schuller (IJCNN, 2014)

Advanced integration of multimedia assistive technologies: A prospective outlook. - Daniele Liciotti; Giacomo Ferroni; Emanuele Frontoni; Stefano Squartini; Emanuele Principi; Roberto Bonfigli; Primo Zingaretti; Francesco Piazza (MESA, 2014)

A Deep Neural Network approach for Voice Activity Detection in multi-room domestic scenarios. - Giacomo Ferroni; Roberto Bonfigli; Emanuele Principi; Stefano Squartini; Francesco Piazza (IJCNN, 2015)

An integrated system for voice command recognition and emergency detection based on audio signals. - Emanuele Principi; Stefano Squartini; Roberto Bonfigli; Giacomo Ferroni; Francesco Piazza (Expert Syst. Appl., 2015)

ELM Based Algorithms for Acoustic Template Matching in Home Automation Scenarios: Advancements and Performance Analysis. - Giulio della Porta; Emanuele Principi; Giacomo Ferroni; Stefano Squartini; Amir Hussain 001; Francesco Piazza (Recent Advances in Nonlinear Speech Processing, 2016)

A Framework for the Robust Evaluation of Sound Event Detection. - Çagdas Bilen; Giacomo Ferroni; Francesco Tuveri; Juan Azcarreta; Sacha Krstulovic (ICASSP, 2020)

Improving Sound Event Detection Metrics: Insights from DCASE 2020. - Giacomo Ferroni; Nicolas Turpault; Juan Azcarreta; Francesco Tuveri; Romain Serizel; Çagdas Bilen; Sacha Krstulovic (ICASSP, 2021)