Emanuele Principi
Emanuele Principi
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Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models
R Bonfigli, E Principi, M Fagiani, M Severini, S Squartini, F Piazza
Applied Energy 208, 1590-1607, 2017
762017
Denoising autoencoders for non-intrusive load monitoring: improvements and comparative evaluation
R Bonfigli, A Felicetti, E Principi, M Fagiani, S Squartini, F Piazza
Energy and Buildings 158, 1461-1474, 2018
652018
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
412015
A neural network based algorithm for speaker localization in a multi-room environment
F Vesperini, P Vecchiotti, E Principi, S Squartini, F Piazza
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
362016
Unsupervised electric motor fault detection by using deep autoencoders
E Principi, D Rossetti, S Squartini, F Piazza
IEEE/CAA Journal of Automatica Sinica 6 (2), 441-451, 2019
332019
Acoustic novelty detection with adversarial autoencoders
E Principi, F Vesperini, S Squartini, F Piazza
2017 International Joint Conference on Neural Networks (IJCNN), 3324-3330, 2017
292017
Acoustic cues from the floor: a new approach for fall classification
E Principi, D Droghini, S Squartini, P Olivetti, F Piazza
Expert Systems with Applications 60, 51-61, 2016
292016
Acoustic template-matching for automatic emergency state detection: An ELM based algorithm
E Principi, S Squartini, E Cambria, F Piazza
Neurocomputing 149, 426-434, 2015
242015
Polyphonic sound event detection by using capsule neural networks
F Vesperini, L Gabrielli, E Principi, S Squartini
IEEE Journal of Selected Topics in Signal Processing 13 (2), 310-322, 2019
222019
Environmental robust speech and speaker recognition through multi-channel histogram equalization
S Squartini, E Principi, R Rotili, F Piazza
Neurocomputing 78 (1), 111-120, 2012
222012
Localizing speakers in multiple rooms by using deep neural networks
F Vesperini, P Vecchiotti, E Principi, S Squartini, F Piazza
Computer Speech & Language 49, 83-106, 2018
202018
Comparative evaluation of single-channel MMSE-based noise reduction schemes for speech recognition
E Principi, S Cifani, R Rotili, S Squartini, F Piazza
Journal of Electrical and Computer Engineering 2010, 2010
202010
A combined one-class SVM and template-matching approach for user-aided human fall detection by means of floor acoustic features
D Droghini, D Ferretti, E Principi, S Squartini, F Piazza
Computational intelligence and neuroscience 2017, 2017
182017
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
182015
A distributed system for recognizing home automation commands and distress calls in the Italian language.
E Principi, S Squartini, F Piazza, D Fuselli, M Bonifazi
Interspeech, 2049-2053, 2013
182013
Few-shot siamese neural networks employing audio features for human-fall detection
D Droghini, F Vesperini, E Principi, S Squartini, F Piazza
Proceedings of the International Conference on Pattern Recognition and …, 2018
162018
A non-intrusive load monitoring algorithm based on non-uniform sampling of power data and deep neural networks
M Fagiani, R Bonfigli, E Principi, S Squartini, L Mandolini
Energies 12 (7), 1371, 2019
152019
A multichannel noise reduction front-end based on psychoacoustics for robust speech recognition in highly noisy environments
S Cifani, E Principi, C Rocchi, S Squartini, F Piazza
2008 Hands-Free Speech Communication and Microphone Arrays, 172-175, 2008
152008
Exploiting the reactive power in deep neural models for non-intrusive load monitoring
M Valenti, R Bonfigli, E Principi, S Squartini
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
142018
Deep neural networks for multi-room voice activity detection: Advancements and comparative evaluation
F Vesperini, P Vecchiotti, E Principi, S Squartini, F Piazza
2016 International Joint Conference on Neural Networks (IJCNN), 3391-3398, 2016
142016
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