Emanuele Principi
Orcid: 0000-0002-2835-7277
According to our database1,
Emanuele Principi
authored at least 65 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Ind. Informatics, March, 2024
2023
Multilabel Appliance Classification With Weakly Labeled Data for Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Proceedings of the 30th European Signal Processing Conference, 2022
Graph Node Embeddings for ontology-aware Sound Event Classification: an evaluation study.
Proceedings of the 30th European Signal Processing Conference, 2022
AII, 2022
2021
Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Convolutional Recurrent Neural Networks and Acoustic Data Augmentation for Snore Detection.
Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020
Proceedings of the Neural Advances in Processing Nonlinear Dynamic Signals, 2020
Who Cried When: Infant Cry Diarization with Dilated Fully-Convolutional Neural Networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
A Novel Adversarial Training Scheme for Deep Neural Network based Speech Enhancement.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Emergency Siren Recognition in Urban Scenarios: Synthetic Dataset and Deep Learning Models.
Proceedings of the Intelligent Computing Theories and Application, 2020
Task-Aware Separation for the DCASE 2020 Task 4 Sound Event Detection and Separation Challenge.
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020
Domain-Adversarial Training and Trainable Parallel Front-End for the DCASE 2020 Task 4 Sound Event Detection Challenge.
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020
2019
An End-To-End Unsupervised Approach Employing Convolutional Neural Network Autoencoders for Human Fall Detection.
Proceedings of the Quantifying and Processing Biomedical and Behavioral Signals, 2019
IEEE J. Sel. Top. Signal Process., 2019
IEEE CAA J. Autom. Sinica, 2019
Detection of activity and position of speakers by using deep neural networks and acoustic data augmentation.
Expert Syst. Appl., 2019
Automatic Detection of Cry Sounds in Neonatal Intensive Care Units by Using Deep Learning and Acoustic Scene Simulation.
IEEE Access, 2019
2018
Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment.
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018
Comput. Speech Lang., 2018
Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Exploiting the Reactive Power in Deep Neural Models for Non-Intrusive Load Monitoring.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
A Combined One-Class SVM and Template-Matching Approach for User-Aided Human Fall Detection by Means of Floor Acoustic Features.
Comput. Intell. Neurosci., 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Road Type Classification Using Acoustic Signals: Deep Learning Models and Real-Time Implementation.
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
ELM Based Algorithms for Acoustic Template Matching in Home Automation Scenarios: Advancements and Performance Analysis.
Proceedings of the Recent Advances in Nonlinear Speech Processing, 2016
Expert Syst. Appl., 2016
User-aided footprint extraction for appliance modelling in Non-Intrusive Load Monitoring.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
A neural network based algorithm for speaker localization in a multi-room environment.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
Pattern Anal. Appl., 2015
Acoustic template-matching for automatic emergency state detection: An ELM based algorithm.
Neurocomputing, 2015
An integrated system for voice command recognition and emergency detection based on audio signals.
Expert Syst. Appl., 2015
A Deep Neural Network approach for Voice Activity Detection in multi-room domestic scenarios.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Proceedings of the 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2014
Power Normalized Cepstral Coefficients based supervectors and i-vectors for small vocabulary speech recognition.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2013
A Real-Time Speech Enhancement Framework in Noisy and Reverberated Acoustic Scenarios.
Cogn. Comput., 2013
A distributed system for recognizing home automation commands and distress calls in the Italian language.
Proceedings of the INTERSPEECH 2013, 2013
2012
Environmental robust speech and speaker recognition through multi-channel histogram equalization.
Neurocomputing, 2012
Cogn. Comput., 2012
Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012
2011
Enhanced Multichannel Histogram Equalization for Speech Recognition in noisy acoustic conditions.
Proceedings of the Neural Nets WIRN11, 2011
Proceedings of the Advances in Nonlinear Speech Processing, 2011
Real-Time Joint Blind Speech Separation and Dereverberation in Presence of Overlapping Speakers.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011
Proceedings of the Cognitive Behavioural Systems, 2011
2010
Comparative Evaluation of Single-Channel MMSE-Based Noise Reduction Schemes for Speech Recognition.
J. Electr. Comput. Eng., 2010
Proceedings of the Neural Nets WIRN10, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the Analysis of Verbal and Nonverbal Communication and Enactment. The Processing Issues, 2010
An Evaluation Study on Speech Feature Densities for Bayesian Estimation in Robust ASR.
Proceedings of the Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues, 2010
2009
Proceedings of the Neural Nets WIRN09, 2009
2008
A robust iterative inverse filtering approach for speech dereverberation in presence of disturbances.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008
2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005