Stefano Squartini
Orcid: 0000-0001-9374-0128
According to our database1,
Stefano Squartini
authored at least 173 papers
between 2003 and 2024.
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Bibliography
2024
IEEE Trans. Ind. Informatics, March, 2024
Int. J. Neural Syst., March, 2024
2023
A deep learning-based telemonitoring application to automatically assess oral diadochokinesis in patients with bulbar amyotrophic lateral sclerosis.
Comput. Methods Programs Biomed., December, 2023
An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings.
Comput. Speech Lang., July, 2023
Multilabel Appliance Classification With Weakly Labeled Data for Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2023
One model to rule them all ? Towards End-to-End Joint Speaker Diarization and Speech Recognition.
CoRR, 2023
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios.
CoRR, 2023
End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations.
CoRR, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Multi-Channel Speaker Extraction with Adversarial Training: The Wavlab Submission to The Clarity ICASSP 2023 Grand Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2023
A Time-Frequency Generative Adversarial Based Method for Audio Packet Loss Concealment.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
IEEE ACM Trans. Audio Speech Lang. Process., 2022
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Comput. Speech Lang., 2022
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the IEEE International Conference on Acoustics, 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
AII, 2022
2021
Real-World Anomaly Detection by Using Digital Twin Systems and Weakly Supervised Learning.
IEEE Trans. Ind. Informatics, 2021
Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Acoustic Features for Deep Learning-Based Models for Emergency Siren Detection: An Evaluation Study.
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 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
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
Proceedings of the Interspeech 2020, 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
Proceedings of the 28th European Signal Processing Conference, 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 ACM Trans. Audio Speech Lang. Process., 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
Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the IEEE International Conference on Acoustics, 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
IEEE Trans. Neural Networks Learn. Syst., 2018
Guest Editorial Special Issue on Computational Intelligence for End-to-End Audio Processing.
IEEE Trans. Emerg. Top. Comput. Intell., 2018
Comput. Speech Lang., 2018
Proceedings of the 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 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
Collaborative Energy Management in Micro-Grid environments through multi-objective optimization.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Ambient Assisted Living, 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
Comput. Intell. Neurosci., 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
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
A new open-source Energy Management framework: Functional description and preliminary results.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Machine Learning Techniques for the Estimation of Particle Size Distribution in Industrial Plants.
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 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
Combining evolution strategies and neural network procedures for compression driver design.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016
Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016
Exploiting temporal features and pressure data for automatic leakage detection in smart water grids.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Domestic Water and Natural Gas Demand Forecasting by Using Heterogeneous Data: A Preliminary Study.
Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015
Pattern Anal. Appl., 2015
Acoustic template-matching for automatic emergency state detection: An ELM based algorithm.
Neurocomputing, 2015
A review of datasets and load forecasting techniques for smart natural gas and water grids: Analysis and experiments.
Neurocomputing, 2015
An integrated system for voice command recognition and emergency detection based on audio signals.
Expert Syst. Appl., 2015
Ad Hoc Networks, 2015
Energy management with the support of dynamic pricing strategies in real micro-grid scenarios.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection.
Proceedings of the 2015 International Joint Conference on Neural Networks, 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
A novelty detection approach to identify the occurrence of leakage in smart gas and water grids.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
Int. J. Distributed Sens. Networks, 2014
Proceedings of the 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 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
Audio onset detection: A wavelet packet based approach with recurrent neural networks.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the European Conference on Networks and Communications, 2014
2013
IEEE Trans. Ind. Informatics, 2013
Soft Comput., 2013
Neural Comput. Appl., 2013
Neural Comput. Appl., 2013
Neurocomputing, 2013
EURASIP J. Adv. Signal Process., 2013
A Real-Time Speech Enhancement Framework in Noisy and Reverberated Acoustic Scenarios.
Cogn. Comput., 2013
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013
A distributed system for recognizing home automation commands and distress calls in the Italian language.
Proceedings of the INTERSPEECH 2013, 2013
Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies.
Proceedings of the IEEE International Conference on Acoustics, 2013
Home energy resource scheduling algorithms and their dependency on the battery model.
Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2013
2012
Environmental robust speech and speaker recognition through multi-channel histogram equalization.
Neurocomputing, 2012
Stereophonic hands-free communication system based on microphone array fixed beamforming: real-time implementation and evaluation.
EURASIP J. Audio Speech Music. Process., 2012
Cogn. Comput., 2012
CO-WORKER: Toward Real-Time and Context-Aware Systems for Human Collaborative Knowledge Building.
Cogn. Comput., 2012
Cogn. Comput., 2012
Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012
A Comparison between Different Optimization Techniques for Energy Scheduling in Smart Home Environment.
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 Neural Networks - ISNN 2012, 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012
2011
Adaptive Linear Prediction Filtering in DWT Domain for Real-Time Musical Onset Detection.
EURASIP J. Adv. Signal Process., 2011
Proceedings of the Neural Nets WIRN11, 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
ELM-Based Time-Variant Neural Networks with Incremental Number of Output Basis Functions.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents.
Proceedings of the Advances in Neural Networks - ISNN 2011, 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 Bio-Inspired Computing and Applications, 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
A Group Selection Evolutionary Extreme Learning Machine approach for Time-Variant Neural Networks.
Proceedings of the Neural Nets WIRN10, 2010
Proceedings of the Neural Nets WIRN10, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Incremental-Based Extreme Learning Machine Algorithms for Time-Variant Neural Networks.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010
Joint Multichannel Blind Speech Separation and Dereverberation: A Real-Time Algorithmic Implementation.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010
A variable step-size frequency-domain adaptive filtering algorithm for stereophonic acoustic echo cancellation.
Proceedings of the 18th European Signal Processing Conference, 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
Signal Process., 2008
A Blind Source Separation Based Approach for Speech Enhancement in Noisy and Reverberant Environment.
Proceedings of the Cross-Modal Analysis of Speech, Gestures, Gaze and Facial Expressions, 2008
An Investigation into Audiovisual Speech Correlation in Reverberant Noisy Environments.
Proceedings of the Cross-Modal Analysis of Speech, Gestures, Gaze and Facial Expressions, 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
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008
2007
Stability Analysis of Natural Gradient Learning Rules in Complete ICA: A Unifying Perspective.
IEEE Signal Process. Lett., 2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Advances in Neural Networks, 2007
Discrete Stockwell Transform and Reduced Redundancy Versions from Frame Theory Viewpoint.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Proceedings of the Verbal and Nonverbal Communication Behaviours, 2007
2006
Industry-oriented software-based system for quality evaluation of vehicle audio environments.
IEEE Trans. Ind. Electron., 2006
New Riemannian metrics for speeding-up the convergence of over- and underdetermined ICA.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
2005
Proceedings of the Progress in Nonlinear Speech Processing, 2005
Novel Sub-band Adaptive Systems Incorporating Wiener Filtering for Binaural Speech Enhancement.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
A new time-variant neural based approach for nonstationary and non-linear system identification.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
New Riemannian metrics for improvement of convergence speed in ICA based learning algorithms.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
2004
Proceedings of the Nonlinear Speech Modeling and Applications, 2004
Underdetermined Blind Separation of Speech Signals with Delays in Different Time-Frequency Domains.
Proceedings of the Nonlinear Speech Modeling and Applications, 2004
Calculation of non-mixed second derivatives in multirate systems through signal flow graph techniques.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004
An alternative natural gradient approach for ICA based learning algorithms in blind source separation.
Proceedings of the 2004 12th European Signal Processing Conference, 2004
A novel signal flow graph based solution for calculation of first and second derivatives of dynamical nonlinear systems.
Proceedings of the 2004 12th European Signal Processing Conference, 2004
2003
Preprocessing based solution for the vanishing gradient problem in recurrent neural networks.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003