Stavros Ntalampiras

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 66

Top Topics

Fault Identification

Sensor Networks

Critical Infrastructure

Top Venues

Publications

Nicolas Facchinetti, Federico Simonetta, Stavros Ntalampiras
A Systematic Evaluation of Adversarial Attacks against Speech Emotion Recognition Models. CoRR (2024)
Marco Nicolini, Stavros Ntalampiras
Gender-Aware Speech Emotion Recognition in Multiple Languages. ICPRAM (Revised Selected Papers) (2023)
Stavros Ntalampiras
Explainable Siamese Neural Network for Classifying Pediatric Respiratory Sounds. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Stavros Ntalampiras
Model Ensemble for Predicting Heart and Respiration Rate From Speech. IEEE Internet Comput. 27 (3) (2023)
Marco Nicolini, Federico Simonetta, Stavros Ntalampiras
Lightweight Audio-Based Human Activity Classification Using Transfer Learning. ICPRAM (2023)
Vincenzo Conversano, Stavros Ntalampiras
Ensemble Learning for Cough-Based Subject-Independent COVID-19 Detection. ICPRAM (2023)
Stavros Ntalampiras, Ilyas Potamitis
Few-shot learning for modeling cyber physical systems in non-stationary environments. Neural Comput. Appl. 35 (5) (2023)
Stavros Ntalampiras, Luca A. Ludovico, Giorgio Presti, Mael Vittorio Vena, Davide Fantini, Tyfenn Ogel, Stefania Celozzi, Monica Battini, Silvana Mattiello
An integrated system for the acoustic monitoring of goat farms. Ecol. Informatics 75 (2023)
Marco Nicolini, Stavros Ntalampiras
A Hierarchical Approach for Multilingual Speech Emotion Recognition. ICPRAM (2023)
Ioannis Saradopoulos, Ilyas Potamitis, Anthony J. Konstantaras, Panagiotis Eliopoulos, Stavros Ntalampiras, Iraklis I. Rigakis
Image-Based Insect Counting Embedded in E-Traps That Learn without Manual Image Annotation and Self-Dispose Captured Insects. Inf. 14 (5) (2023)
Stavros Ntalampiras
Adversarial Attacks Against Acoustic Monitoring of Industrial Machines. IEEE Internet Things J. 10 (4) (2023)
Irene Mantegazza, Stavros Ntalampiras
Italian Speech Emotion Recognition. DSP (2023)
Federico Simonetta, Federico Avanzini, Stavros Ntalampiras
A perceptual measure for evaluating the resynthesis of automatic music transcriptions. Multim. Tools Appl. 81 (22) (2022)
Alessandro Maria Poirè, Federico Simonetta, Stavros Ntalampiras
Deep Feature Learning for Medical Acoustics. CoRR (2022)
Federico Simonetta, Stavros Ntalampiras, Federico Avanzini
Acoustics-specific Piano Velocity Estimation. MMSP (2022)
Ioannis Saradopoulos, Ilyas Potamitis, Stavros Ntalampiras, Antonios Konstantaras, Emmanuel N. Antonidakis
Edge Computing for Vision-Based, Urban-Insects Traps in the Context of Smart Cities. Sensors 22 (5) (2022)
Alessandro Maria Poirè, Federico Simonetta, Stavros Ntalampiras
Deep Feature Learning for Medical Acoustics. ICANN (4) (2022)
Federico Simonetta, Federico Avanzini, Stavros Ntalampiras
A Perceptual Measure for Evaluating the Resynthesis of Automatic Music Transcriptions. CoRR (2022)
Stavros Ntalampiras
Learning relationships between audio signals based on reservoir networks. IJCNN (2022)
Federico Simonetta, Stavros Ntalampiras, Federico Avanzini
Context-aware Automatic Music Transcription. CoRR (2022)
Michele Cozzatti, Federico Simonetta, Stavros Ntalampiras
Variational Autoencoders for Anomaly Detection in Respiratory Sounds. ICANN (4) (2022)
Michele Cozzatti, Federico Simonetta, Stavros Ntalampiras
Variational Autoencoders for Anomaly Detection in Respiratory Sounds. CoRR (2022)
Stavros Ntalampiras
Adversarial Attacks Against Audio Surveillance Systems. EUSIPCO (2022)
Alessandra Saitta, Stavros Ntalampiras
Language-agnostic speech anger identification. TSP (2021)
Maksim Kukushkin, Stavros Ntalampiras
Automatic acoustic classification of feline sex. Audio Mostly Conference (2021)
Stavros Ntalampiras
One-shot learning for acoustic diagnosis of industrial machines. Expert Syst. Appl. 178 (2021)
Stavros Ntalampiras, Danylo Kosmin, Javier Sanchez
Acoustic classification of individual cat vocalizations in evolving environments. TSP (2021)
Federico Simonetta, Stavros Ntalampiras, Federico Avanzini
Audio-to-Score Alignment Using Deep Automatic Music Transcription. CoRR (2021)
Luca A. Ludovico, Stavros Ntalampiras, Giorgio Presti, Simona Cannas, Monica Battini, Silvana Mattiello
CatMeows: A Publicly-Available Dataset of Cat Vocalizations. MMM (2) (2021)
William Raccagni, Stavros Ntalampiras
Acoustic Classification of Cat Breed Based on Time and Frequency Domain Features. FRUCT (2021)
Stavros Ntalampiras, Ilyas Potamitis
Automatic acoustic identification of respiratory diseases. Evol. Syst. 12 (1) (2021)
Simone Mastrangelo, Stavros Ntalampiras
Automatic Acoustic Diagnosis of Heartbeats. SIGMAP (2021)
Michelangelo Acconcjaioco, Stavros Ntalampiras
One-shot learning for acoustic identification of bird species in non-stationary environments. CoRR (2021)
Marco Colussi, Stavros Ntalampiras
Interpreting deep urban sound classification using Layer-wise Relevance Propagation. CoRR (2021)
Stavros Ntalampiras, Ilyas Potamitis
Acoustic detection of unknown bird species and individuals. CAAI Trans. Intell. Technol. 6 (3) (2021)
Federico Simonetta, Stavros Ntalampiras, Federico Avanzini
Audio-to-Score Alignment Using Deep Automatic Music Transcription. MMSP (2021)
Stavros Ntalampiras
Speech emotion recognition via learning analogies. Pattern Recognit. Lett. 144 (2021)
Federico Simonetta, Stavros Ntalampiras, Federico Avanzini
ASMD: an automatic framework for compiling multimodal datasets. CoRR (2020)
Michelangelo Acconcjaioco, Stavros Ntalampiras
One-shot learning for acoustic identification of bird species in non-stationary environments. ICPR (2020)
Stavros Ntalampiras
Deep Learning of Attitude in Children's Emotional Speech. CIVEMSA (2020)
Stavros Ntalampiras, Ilyas Potamitis
A Concept Drift-Aware DAG-Based Classification Scheme for Acoustic Monitoring of Farms. Int. J. Embed. Real Time Commun. Syst. 11 (1) (2020)
Federico Avanzini, Adriano Baratè, Goffredo Haus, Luca A. Ludovico, Stavros Ntalampiras
Preservation and Promotion of Opera Cultural Heritage: The Experience of La Scala Theatre. HCI (35) (2020)
Stavros Ntalampiras
Collaborative framework for automatic classification of respiratory sounds. IET Signal Process. 14 (4) (2020)
Stavros Ntalampiras
Emotional quantification of soundscapes by learning between samples. Multim. Tools Appl. 79 (41-42) (2020)
Axel Chemla-Romeu-Santos, Stavros Ntalampiras, Philippe Esling, Goffredo Haus, Gérard Assayag
Cross-modal variational inference for bijective signal-symbol translation. CoRR (2020)
Stavros Ntalampiras, Andrea Pezzuolo, Silvana Mattiello, Monica Battini, Marta Brscic
Automatic detection of cow/calf vocalizations in free-stall barn. TSP (2020)
Federico Simonetta, Carlos Eduardo Cancino Chacón, Stavros Ntalampiras, Gerhard Widmer
A Convolutional Approach to Melody Line Identification in Symbolic Scores. ISMIR (2019)
Stavros Ntalampiras, Federico Avanzini, Luca Andrea Ludovico
Fusing Acoustic and Electroencephalographic Modalities for User-Independent Emotion Prediction. ICCC (2019)
Federico Simonetta, Stavros Ntalampiras, Federico Avanzini
Multimodal music information processing and retrieval: survey and future challenges. CoRR (2019)
Stavros Ntalampiras
Unsupervised Spectral Clustering of Music-Related Brain Activity. SITIS (2019)
Federico Simonetta, Carlos Eduardo Cancino Chacón, Stavros Ntalampiras, Gerhard Widmer
A Convolutional Approach to Melody Line Identification in Symbolic Scores. CoRR (2019)
Stavros Ntalampiras, Ilyas Potamitis
A Statistical Inference Framework for Understanding Music-Related Brain Activity. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Stavros Ntalampiras, Ilyas Potamitis
Classification of Sounds Indicative of Respiratory Diseases. EANN (2019)
Stavros Ntalampiras
Moving Vehicle Classification Using Wireless Acoustic Sensor Networks. IEEE Trans. Emerg. Top. Comput. Intell. 2 (2) (2018)
Stavros Ntalampiras, Marco Fiore
Forecasting Mobile Service Demands for Anticipatory MEC. WOWMOM (2018)
Stavros Ntalampiras
Fault Diagnosis for Smart Grids in Pragmatic Conditions. IEEE Trans. Smart Grid 9 (3) (2018)
Stavros Ntalampiras
Bird species identification via transfer learning from music genres. Ecol. Informatics 44 (2018)
Stavros Ntalampiras
A Classification Scheme Based on Directed Acyclic Graphs for Acoustic Farm Monitoring. FRUCT (2018)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. Intell. 1 (1) (2017)
Stavros Ntalampiras
Hybrid framework for categorising sounds of Mysticete whales. IET Signal Process. 11 (4) (2017)
Stavros Ntalampiras, Ilyas Potamitis
Emotion Prediction of Sound Events Based on Transfer Learning. EANN (2017)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
Designing HMMs in the Age of Big Data. INNS Conference on Big Data (2016)
Stavros Ntalampiras
Automatic identification of integrity attacks in cyber-physical systems. Expert Syst. Appl. 58 (2016)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems. IJCNN (2016)
Stavros Ntalampiras, Manuel Roveri
An incremental learning mechanism for human activity recognition. SSCI (2016)
Stavros Ntalampiras
Automatic analysis of audiostreams in the concept drift environment. MLSP (2016)
Stavros Ntalampiras
Fault Identification in Distributed Sensor Networks Based on Universal Probabilistic Modeling. IEEE Trans. Neural Networks Learn. Syst. 26 (9) (2015)
Stavros Ntalampiras, Yannis Soupionis, Georgios Giannopoulos
A fault diagnosis system for interdependent critical infrastructures based on HMMs. Reliab. Eng. Syst. Saf. 138 (2015)
Stavros Ntalampiras
Detection of Integrity Attacks in Cyber-Physical Critical Infrastructures Using Ensemble Modeling. IEEE Trans. Ind. Informatics 11 (1) (2015)
Yannis Soupionis, Stavros Ntalampiras, Georgios Giannopoulos
Faults and Cyber Attacks Detection in Critical Infrastructures. CRITIS (2014)
Stavros Ntalampiras, Dejan Arsic, Martin Hofmann, Maria Andersson, Todor Ganchev
PROMETHEUS: heterogeneous sensor database in support of research on human behavioral patterns in unrestricted environments. Signal Image Video Process. 8 (7) (2014)
Stavros Ntalampiras, Georgios Giannopoulos
Automatic Fault Identification in Sensor Networks Based on Probabilistic Modeling. CRITIS (2014)
Stavros Ntalampiras
Universal background modeling for acoustic surveillance of urban traffic. Digit. Signal Process. 31 (2014)
Stavros Ntalampiras, Ilyas Potamitis
On predicting the unpleasantness level of a sound event. INTERSPEECH (2014)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
Model ensemble for an effective on-line reconstruction of missing data in sensor networks. IJCNN (2013)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
A Cognitive Fault Diagnosis System for Distributed Sensor Networks. IEEE Trans. Neural Networks Learn. Syst. 24 (8) (2013)
Stavros Ntalampiras
A Novel Holistic Modeling Approach for Generalized Sound Recognition. IEEE Signal Process. Lett. 20 (2) (2013)
Joseba Quevedo, Cesare Alippi, Miquel A. Cugueró, Stavros Ntalampiras, Vicenç Puig, Manuel Roveri, Diego García
Temporal/spatial model-based fault diagnosis vs. Hidden Markov models change detection method: Application to the Barcelona water network. MED (2013)
Stavros Ntalampiras, Nikos Fakotakis
Modeling the Temporal Evolution of Acoustic Parameters for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 3 (1) (2012)
Stavros Ntalampiras, Ilyas Potamitis
Detection of human activities in natural environments based on their acoustic emissions. EUSIPCO (2012)
Cesare Alippi, Stavros Ntalampiras, Manuel Roveri
An HMM-based change detection method for intelligent embedded sensors. IJCNN (2012)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
A Practical System for Acoustic Surveillance of Hazardous Situations. Int. J. Artif. Intell. Tools 20 (1) (2011)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
Probabilistic Novelty Detection for Acoustic Surveillance Under Real-World Conditions. IEEE Trans. Multim. 13 (4) (2011)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
A multidomain approach for automatic home environmental sound classification. INTERSPEECH (2010)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
Identification of abnormal audio events based on probabilistic novelty detection. INTERSPEECH (2010)
Maria Andersson, Stavros Ntalampiras, Todor Ganchev, Joakim Rydell, Jörgen Ahlberg, Nikos Fakotakis
Fusion of acoustic and optical sensor data for automatic fight detection in urban environments. FUSION (2010)
Stavros Ntalampiras, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
Heterogeneous Sensor Database in Support of Human Behaviour Analysis in Unrestricted Environments: The Audio Part. LREC (2010)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
Exploiting Temporal Feature Integration for Generalized Sound Recognition. EURASIP J. Adv. Signal Process. 2009 (2009)
Stavros Ntalampiras, Dejan Arsic, Andre Störmer, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
PROMETHEUS database: A multimodal corpus for research on modeling and interpreting human behavior. DPS (2009)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
On acoustic surveillance of hazardous situations. ICASSP (2009)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
An Adaptive Framework for Acoustic Monitoring of Potential Hazards. EURASIP J. Audio Speech Music. Process. 2009 (2009)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
A portable system for robust acoustic detection of atypical situations. EUSIPCO (2009)
Stavros Ntalampiras, Nikos Fakotakis
A comparative study in automatic recognition of broadcast audio. INTERSPEECH (2008)
Alexandros Lazaridis, Theodoros Kostoulas, Iosif Mporas, Todor Ganchev, Nikos Katsaounos, Stavros Ntalampiras, Nikos Fakotakis
Human evaluation of the LOGOS' spoken dialogue system. PETRA (2008)
Stavros Ntalampiras, Nikos Fakotakis
Speech/Music Discrimination Based on Discrete Wavelet Transform. SETN (2008)
Stavros Ntalampiras, Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
Audio Database in Support of Potentiel Threat and Crisis Situation Management. LREC (2008)
Stavros Ntalampiras, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
Objective comparison of speech enhancement algorithms under real world conditions. PETRA (2008)