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Giacomo Ferroni
Giacomo Ferroni
Meta Reality Labs
Dirección de correo verificada de meta.com
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A framework for the robust evaluation of sound event detection
Ç Bilen, G Ferroni, F Tuveri, J Azcarreta, S Krstulović
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
2002020
Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks
E Marchi, G Ferroni, F Eyben, L Gabrielli, S Squartini, B Schuller
2014 IEEE international conference on acoustics, speech and signal …, 2014
1302014
An integrated system for voice command recognition and emergency detection based on audio signals
E Principi, S Squartini, R Bonfigli, G Ferroni, F Piazza
Expert Systems with Applications 42 (13), 5668-5683, 2015
692015
A deep neural network approach for voice activity detection in multi-room domestic scenarios
G Ferroni, R Bonfigli, E Principi, S Squartini, F Piazza
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
322015
Improving sound event detection metrics: insights from dcase 2020
G Ferroni, N Turpault, J Azcarreta, F Tuveri, R Serizel, Ç Bilen, ...
ICASSP 2021-2021 IEEE international conference on acoustics, speech and …, 2021
312021
Audio onset detection: A wavelet packet based approach with recurrent neural networks
E Marchi, G Ferroni, F Eyben, S Squartini, B Schuller
2014 International Joint Conference on Neural Networks (IJCNN), 3585-3591, 2014
152014
Advanced integration of multimedia assistive technologies: A prospective outlook
D Liciotti, G Ferroni, E Frontoni, S Squartini, E Principi, R Bonfigli, ...
2014 IEEE/ASME 10th International Conference on Mechatronic and Embedded …, 2014
102014
Method of recognising a sound event
CJ Mitchell, S Krstulovic, C Bilen, JA Ortiz, G Ferroni, A Jasonas, F Tuveri
US Patent 10,878,840, 2020
82020
A real-time implementation of an acoustic novelty detector on the BeagleBoard-xM
R Bonfigli, G Ferroni, E Principi, S Squartini, F Piazza
2014 6th European Embedded Design in Education and Research Conference …, 2014
62014
Method of training a sound event recognition system
CJ Mitchell, S Krstulovic, C Bilen, JA Ortiz, G Ferroni, A Jasonas, F Tuveri
US Patent 10,783,434, 2020
42020
Neural networks based methods for voice activity detection in a multi-room domestic environment
G Ferroni, R Bonfigli, E Principi, S Squartini, F Piazza
Proceedings of the First Italian Conference on Computational Linguistics …, 2014
42014
Onset detection exploiting adaptive linear prediction filtering in dwt domain with bidirectional long short-term memory neural networks
G Ferroni, E Marchi, F Eyben, L Gabrielli, S Squartini, B Schuller
Proceedings Annual Meeting of the MIREX 2013 community as part of the 14th …, 2013
22013
ELM based algorithms for acoustic template matching in home automation scenarios: advancements and performance analysis
G della Porta, E Principi, G Ferroni, S Squartini, A Hussain, F Piazza
Recent Advances in Nonlinear Speech Processing, 159-168, 2016
12016
Onset detection exploiting wavelet transform with bidirectional long short-term memory neural networks
G Ferroni, E Marchi, F Eyben, S Squartini, B Schuller
Proceedings Annual Meeting of the MIREX 2013 community as part of the 14th …, 2013
12013
Tempo estimation and beat tracking with long short-term memory neural networks and comb-filters
F Eyben, F Weninger, G Ferroni, B Schuller
12013
Sound Event Detection
C Bilen, G Ferroni, JA Ortiz, F Tuveri, S Krstulovic
US Patent App. 17/713,919, 2023
2023
Method of recognising a sound event
CJ Mitchell, S Krstulovic, C Bilen, JA Ortiz, G Ferroni, A Jasonas, F Tuveri
US Patent 11,587,556, 2023
2023
Improving Polyphonic Sound Event Detection Metrics
C Bilen, F Tuveri, G Ferroni, J Azcarreta, S Krstulovic
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