Giacomo Ferroni

12 papers B 2Misc 3Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sound Event Detection with Boundary-Aware Optimization and Inference.
CoRR
Florian Schmid, Chi Ian Tang, Sanjeel Parekh, Vamsi Krishna Ithapu, Juan Azcarreta Ortiz, Giacomo Ferroni, Yijun Qian, Arnoldas Jasonas, Cosmin Frateanu, Camilla Clark, Gerhard Widmer, Çagdas Bilen
2025 J jnl
More Than A Shortcut: A Hyperbolic Approach To Early-Exit Networks.
CoRR
Swapnil Bhosale, Cosmin Frateanu, Camilla Clark, Arnoldas Jasonas, Chris Mitchell, Xiatian Zhu, Vamsi Krishna Ithapu, Giacomo Ferroni, Cagdas Bilen, Sanjeel Parekh
2021 Misc conf
Improving Sound Event Detection Metrics: Insights from DCASE 2020.
ICASSP
Giacomo Ferroni, Nicolas Turpault, Juan Azcarreta, Francesco Tuveri, Romain Serizel, Çagdas Bilen, Sacha Krstulovic
2020 Misc conf
A Framework for the Robust Evaluation of Sound Event Detection.
ICASSP
Çagdas Bilen, Giacomo Ferroni, Francesco Tuveri, Juan Azcarreta, Sacha Krstulovic
2020 J jnl
Improving Sound Event Detection Metrics: Insights from DCASE 2020.
CoRR
Giacomo Ferroni, Nicolas Turpault, Juan Azcarreta, Francesco Tuveri, Romain Serizel, Çagdas Bilen, Sacha Krstulovic
2019 J jnl
A Framework for the Robust Evaluation of Sound Event Detection.
CoRR
Cagdas Bilen, Giacomo Ferroni, Francesco Tuveri, Juan Azcarreta, Sacha Krstulovic
2016 — ch.
ELM Based Algorithms for Acoustic Template Matching in Home Automation Scenarios: Advancements and Performance Analysis.
Recent Advances in Nonlinear Speech Processing
Giulio della Porta, Emanuele Principi, Giacomo Ferroni, Stefano Squartini, Amir Hussain, Francesco Piazza
2015 B conf
A Deep Neural Network approach for Voice Activity Detection in multi-room domestic scenarios.
IJCNN
Giacomo Ferroni, Roberto Bonfigli, Emanuele Principi, Stefano Squartini, Francesco Piazza
2015 J jnl
An integrated system for voice command recognition and emergency detection based on audio signals.
Expert Syst. Appl.
Emanuele Principi, Stefano Squartini, Roberto Bonfigli, Giacomo Ferroni, Francesco Piazza
2014 — conf
Advanced integration of multimedia assistive technologies: A prospective outlook.
MESA
Daniele Liciotti, Giacomo Ferroni, Emanuele Frontoni, Stefano Squartini, Emanuele Principi, Roberto Bonfigli, Primo Zingaretti, Francesco Piazza
2014 B conf
Audio onset detection: A wavelet packet based approach with recurrent neural networks.
IJCNN
Erik Marchi, Giacomo Ferroni, Florian Eyben, Stefano Squartini, Björn W. Schuller
2014 Misc conf
Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks.
ICASSP
Erik Marchi, Giacomo Ferroni, Florian Eyben, Leonardo Gabrielli, Stefano Squartini, Björn W. Schuller