Emanuele Principi

发表

Real-Time Activity Detection in a Multi-Talker Reverberated Environment

Björn W. Schuller, Stefano Squartini, Florian Eyben, 2012, Cognitive Computation.

Multi-channel Feature Enhancement for Robust Speech Recognition

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2011 .

Power Normalized Cepstral Coefficients based supervectors and i-vectors for small vocabulary speech recognition

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Infant Cry Detection in Adverse Acoustic Environments by Using Deep Neural Networks

Stefano Squartini, Emanuele Principi, Daniele Ferretti, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Dominance Detection in a Reverberated Acoustic Scenario

Björn W. Schuller, Stefano Squartini, Martin Wöllmer, 2012, ISNN.

Road Type Classification Using Acoustic Signals: Deep Learning Models and Real-Time Implementation

Stefano Squartini, Emanuele Principi, Luca Cattani, 2017, IIH-MSP.

Real-Time Speech Recognition in a Multi-talker Reverberated Acoustic Scenario

Björn W. Schuller, Stefano Squartini, Emanuele Principi, 2011, ICIC.

A robust iterative inverse filtering approach for speech dereverberation in presence of disturbances

Stefano Squartini, Emanuele Principi, Rudy Rotili, 2008, APCCAS 2008 - 2008 IEEE Asia Pacific Conference on Circuits and Systems.

Neural Beamforming for Speech Enhancement: Preliminary Results

Stefano Squartini, Emanuele Principi, Daniele Ferretti, 2017, Neural Advances in Processing Nonlinear Dynamic Signals.

Automatic Detection of Cry Sounds in Neonatal Intensive Care Units by Using Deep Learning and Acoustic Scene Simulation

Stefano Squartini, Emanuele Principi, Daniele Ferretti, 2019, IEEE Access.

A MULTICHANNEL NOISEREDUCTION FRONT-ENDBASEDON PSYCHOACOUSTICS FOR ROBUSTSPEECHRECOGNITIONINHIGHLYNOISYENVIRONMENTS

Stefano Squartini, Emanuele Principi, Simone Cifani, 2008 .

Polyphonic Sound Event Detection by Using Capsule Neural Networks

Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, 2018, IEEE Journal of Selected Topics in Signal Processing.

BAR LIS: A Web Tool for Italian Sign Language Synthesis and Interaction

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2014 .

A neural network approach for sound event detection in real life audio

Stefano Squartini, Emanuele Principi, Fabio Vesperini, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Few-Shot Siamese Neural Networks Employing Audio Features for Human-Fall Detection

Stefano Squartini, Emanuele Principi, Fabio Vesperini, 2018, PRAI 2018.

Environmental robust speech and speaker recognition through multi-channel histogram equalization

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2012, Neurocomputing.

Efficient SNR Driven SPLICE Implementation for Robust Speech Recognition

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2010, COST 2102 Conference.

User-aided footprint extraction for appliance modelling in Non-Intrusive Load Monitoring

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Pre-processing techniques for automatic speech recognition

Emanuele Principi, 2011 .

Real-time Speaker Diarization on TI OMAP3530

Stefano Squartini, Emanuele Principi, Simone Cifani, 2010, 4th European Education and Research Conference (EDERC 2010).

Comparative Evaluation of Single-Channel MMSE-Based Noise Reduction Schemes for Speech Recognition

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2010, J. Electr. Comput. Eng..

LOW POWER HIGH-PERFORMANCE COMPUTING ON THE BEAGLEBOARD PLATFORM

Stefano Squartini, Emanuele Principi, Francesco Piazza, 2012 .

Detection of activity and position of speakers by using deep neural networks and acoustic data augmentation

Stefano Squartini, Emanuele Principi, Paolo Vecchiotti, 2019, Expert Syst. Appl..

Exploiting the Reactive Power in Deep Neural Models for Non-Intrusive Load Monitoring

Stefano Squartini, Emanuele Principi, Roberto Bonfigli, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Advanced integration of multimedia assistive technologies: A prospective outlook

Emanuele Frontoni, Francesco Piazza, Stefano Squartini, 2014, 2014 IEEE/ASME 10th International Conference on Mechatronic and Embedded Systems and Applications (MESA).

Keyword spotting based system for conversation fostering in tabletop scenarios: Preliminary evaluation

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2009, 2009 2nd Conference on Human System Interactions.

A Non-Intrusive Load Monitoring Algorithm Based on Non-Uniform Sampling of Power Data and Deep Neural Networks

Stefano Squartini, Emanuele Principi, Marco Fagiani, 2019, Energies.

A New System for Automatic Recognition of Italian Sign Language

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2012, WIRN.

An ICA based approach for blind deconvolution of three-dimensional signals

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2005, 2005 IEEE International Symposium on Circuits and Systems.

Unsupervised electric motor fault detection by using deep autoencoders

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2019, IEEE/CAA Journal of Automatica Sinica.

Acoustic cues from the floor: A new approach for fall classification

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2016, Expert Syst. Appl..

An integrated system for voice command recognition and emergency detection based on audio signals

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2015, Expert Syst. Appl..

Deep Neural Networks for Joint Voice Activity Detection and Speaker Localization

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

An End-To-End Unsupervised Approach Employing Convolutional Neural Network Autoencoders for Human Fall Detection

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2019, Quantifying and Processing Biomedical and Behavioral Signals.

Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2018, Multidisciplinary Approaches to Neural Computing.

Real-time simulation for acoustic feedback cancellation algorithms: An hybrid PC/C6713-DSK based implementation

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2010, 4th European Education and Research Conference (EDERC 2010).

Energy Management with Support of PV Partial Shading Modelling in Micro Grid Environments

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2017 .

An experimental study on new features for activity of daily living recognition

Stefano Squartini, Emanuele Principi, Daniele Ferretti, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks

Stefano Squartini, Emanuele Principi, Andrea Galli, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

A distributed system for recognizing home automation commands and distress calls in the Italian language

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2013, INTERSPEECH.

A Novel Adversarial Training Scheme for Deep Neural Network based Speech Enhancement

Stefano Squartini, Emanuele Principi, Samuele Cornell, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Acoustic novelty detection with adversarial autoencoders

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

A real-time Speech-interfaced System for Group Conversation Modeling

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2009, WIRN.

A New Italian Sign Language Database

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2012, BICS.

Hierarchic Conv Nets Framework for Rare Sound Event Detection

Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Real-Time Implementation of Robust PEM-AFROW Based Solutions for Acoustic Feedback Control

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2009 .

Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection

Luca Romeo, Stefano Squartini, Andrea Monteriù, 2019, Neural Approaches to Dynamics of Signal Exchanges.

Improving the Performance of an In-Home Acoustic Monitoring System by Integrating a Vocal Effort Classification Algorithm

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2014 .

Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection

Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, 2021, IEEE Transactions on Emerging Topics in Computational Intelligence.

Conversational Speech Recognition in Non-stationary Reverberated Environments

Björn W. Schuller, Stefano Squartini, Martin Wöllmer, 2011, COST 2102 Training School.

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

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

A Real-Time Dual-Channel Speech Reinforcement System for Intra-Cabin Communication

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2013 .

A Real-Time Speech Enhancement Framework for Multi-party Meetings

Björn W. Schuller, Stefano Squartini, Emanuele Principi, 2011, NOLISP.

An Embedded-processor driven Test Bench for Acoustic Feedback Cancellation in real environments

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2013 .

Robust speech recognition using feature-domain multi-channel bayesian estimators

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.

Human Fall Detection by Using an Innovative Floor Acoustic Sensor

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2018, Multidisciplinary Approaches to Neural Computing.

A Floor Acoustic Sensor for Fall Classification

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2015 .

Acoustic template-matching for automatic emergency state detection: An ELM based algorithm

Francesco Piazza, Stefano Squartini, Erik Cambria, 2015, Neurocomputing.

A Combined One-Class SVM and Template-Matching Approach for User-Aided Human Fall Detection by Means of Floor Acoustic Features

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2017, Comput. Intell. Neurosci..

Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

A Speech-Based System for In-Home Emergency Detection and Remote Assistance

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2013 .

Denoising autoencoders for Non-Intrusive Load Monitoring: Improvements and comparative evaluation

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2018 .

Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks

Stefano Squartini, Emanuele Principi, Samuele Cornell, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

An Evaluation Study on Speech Feature Densities for Bayesian Estimation in Robust ASR

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2010, COST 2102 Training School.

ELM Based Algorithms for Acoustic Template Matching in Home Automation Scenarios: Advancements and Performance Analysis

Francesco Piazza, Stefano Squartini, Amir Hussain, 2016, Recent Advances in Nonlinear Speech Processing.

A real-time implementation of an acoustic novelty detector on the BeagleBoard-xM

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2014, 2014 6th European Embedded Design in Education and Research Conference (EDERC).

A Deep Neural Network approach for Voice Activity Detection in multi-room domestic scenarios

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Signer independent isolated Italian sign recognition based on hidden Markov models

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2014, Pattern Analysis and Applications.

Multichannel Cepstral Domain Feature Warping for Robust Speech Recognition

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2010, WIRN.

A Real-Time Speech Enhancement Framework in Noisy and Reverberated Acoustic Scenarios

Björn W. Schuller, Stefano Squartini, Emanuele Principi, 2012, Cognitive Computation.

Localizing speakers in multiple rooms by using Deep Neural Networks

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2018, Comput. Speech Lang..

Real-Time Joint Blind Speech Separation and Dereverberation in Presence of Overlapping Speakers

Francesco Piazza, Stefano Squartini, Emanuele Principi, 2011, ISNN.

Emergency Siren Recognition in Urban Scenarios: Synthetic Dataset and Deep Learning Models

Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, 2020, ICIC.

Enhanced Multichannel Histogram Equalization for Speech Recognition in noisy acoustic conditions

Stefano Squartini, Emanuele Principi, Rudy Rotili, 2011, WIRN.

Deep Learning for Timbre Modification and Transfer: An Evaluation Study

Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, 2018 .

Graph-based Representation of Audio signals for Sound Event Classification

Stefano Squartini, Emanuele Principi, Samuele Cornell, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

A CAPSULE NEURAL NETWORKS BASED APPROACH FOR BIRD AUDIO DETECTION Technical Report

Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, 2018 .