A comparative study in automatic recognition of broadcast audio. - Stavros Ntalampiras; Nikos Fakotakis (INTERSPEECH, 2008)

Audio Database in Support of Potentiel Threat and Crisis Situation Management. - Stavros Ntalampiras; Ilyas Potamitis; Todor Ganchev; Nikos Fakotakis (LREC, 2008)

Human evaluation of the LOGOS' spoken dialogue system. - Alexandros Lazaridis; Theodoros Kostoulas; Iosif Mporas; Todor Ganchev; Nikos Katsaounos; Stavros Ntalampiras; Nikos Fakotakis (PETRA, 2008)

Objective comparison of speech enhancement algorithms under real world conditions. - Stavros Ntalampiras; Todor Ganchev; Ilyas Potamitis; Nikos Fakotakis (PETRA, 2008)

Speech/Music Discrimination Based on Discrete Wavelet Transform. - Stavros Ntalampiras; Nikos Fakotakis (SETN, 2008)

LOGOS: A Multimodal Dialogue System for Controlling Smart Appliances. - Theodoros Kostoulas; Iosif Mporas; Todor Ganchev; Nikos Katsaounos; Alexandros Lazaridis; Stavros Ntalampiras; Nikos Fakotakis (New Directions in Intelligent Interactive Multimedia, 2008)

Automatic Recognition of Urban Soundscenes. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (New Directions in Intelligent Interactive Multimedia, 2008)

A portable system for robust acoustic detection of atypical situations. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (EUSIPCO, 2009)

On acoustic surveillance of hazardous situations. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (ICASSP, 2009)

PROMETHEUS database: A multimodal corpus for research on modeling and interpreting human behavior. - Stavros Ntalampiras; Dejan Arsic; Andre Störmer; Todor Ganchev; Ilyas Potamitis; Nikos Fakotakis (DPS, 2009)

An Adaptive Framework for Acoustic Monitoring of Potential Hazards. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (EURASIP J. Audio Speech Music. Process., 2009)

Exploiting Temporal Feature Integration for Generalized Sound Recognition. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (EURASIP J. Adv. Signal Process., 2009)

Fusion of acoustic and optical sensor data for automatic fight detection in urban environments. - Maria Andersson; Stavros Ntalampiras; Todor Ganchev; Joakim Rydell; Jörgen Ahlberg; Nikos Fakotakis (FUSION, 2010)

A multidomain approach for automatic home environmental sound classification. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (INTERSPEECH, 2010)

Identification of abnormal audio events based on probabilistic novelty detection. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (INTERSPEECH, 2010)

Heterogeneous Sensor Database in Support of Human Behaviour Analysis in Unrestricted Environments: The Audio Part. - Stavros Ntalampiras; Todor Ganchev; Ilyas Potamitis; Nikos Fakotakis (LREC, 2010)

A Practical System for Acoustic Surveillance of Hazardous Situations. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (Int. J. Artif. Intell. Tools, 2011)

Probabilistic Novelty Detection for Acoustic Surveillance Under Real-World Conditions. - Stavros Ntalampiras; Ilyas Potamitis; Nikos Fakotakis (IEEE Trans. Multim., 2011)

Detection of human activities in natural environments based on their acoustic emissions. - Stavros Ntalampiras; Ilyas Potamitis (EUSIPCO, 2012)

An HMM-based change detection method for intelligent embedded sensors. - Cesare Alippi; Stavros Ntalampiras; Manuel Roveri (IJCNN, 2012)

Modeling the Temporal Evolution of Acoustic Parameters for Speech Emotion Recognition. - Stavros Ntalampiras; Nikos Fakotakis (IEEE Trans. Affect. Comput., 2012)

Model ensemble for an effective on-line reconstruction of missing data in sensor networks. - Cesare Alippi; Stavros Ntalampiras; Manuel Roveri (IJCNN, 2013)

Temporal/spatial model-based fault diagnosis vs. Hidden Markov models change detection method: Application to the Barcelona water network. - Joseba Quevedo; Cesare Alippi; Miquel Àngel Cugueró; Stavros Ntalampiras; Vicenç Puig; Manuel Roveri; Diego García (MED, 2013)

A Novel Holistic Modeling Approach for Generalized Sound Recognition. - Stavros Ntalampiras (IEEE Signal Process. Lett., 2013)

A Cognitive Fault Diagnosis System for Distributed Sensor Networks. - Cesare Alippi; Stavros Ntalampiras; Manuel Roveri (IEEE Trans. Neural Networks Learn. Syst., 2013)

Automatic Fault Identification in Sensor Networks Based on Probabilistic Modeling. - Stavros Ntalampiras; Georgios Giannopoulos (CRITIS, 2014)

Faults and Cyber Attacks Detection in Critical Infrastructures. - Yannis Soupionis; Stavros Ntalampiras; Georgios Giannopoulos (CRITIS, 2014)

On predicting the unpleasantness level of a sound event. - Stavros Ntalampiras; Ilyas Potamitis (INTERSPEECH, 2014)

Universal background modeling for acoustic surveillance of urban traffic. - Stavros Ntalampiras (Digit. Signal Process., 2014)

PROMETHEUS: heterogeneous sensor database in support of research on human behavioral patterns in unrestricted environments. - Stavros Ntalampiras; Dejan Arsic; Martin Hofmann 011; Maria Andersson; Todor Ganchev (Signal Image Video Process., 2014)

A fault diagnosis system for interdependent critical infrastructures based on HMMs. - Stavros Ntalampiras; Yannis Soupionis; Georgios Giannopoulos (Reliab. Eng. Syst. Saf., 2015)

Detection of Integrity Attacks in Cyber-Physical Critical Infrastructures Using Ensemble Modeling. - Stavros Ntalampiras (IEEE Trans. Ind. Informatics, 2015)

Fault Identification in Distributed Sensor Networks Based on Universal Probabilistic Modeling. - Stavros Ntalampiras (IEEE Trans. Neural Networks Learn. Syst., 2015)

Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems. - Cesare Alippi; Stavros Ntalampiras; Manuel Roveri (IJCNN, 2016)

Designing HMMs in the Age of Big Data. - Cesare Alippi; Stavros Ntalampiras; Manuel Roveri (INNS Conference on Big Data, 2016)

Automatic analysis of audiostreams in the concept drift environment. - Stavros Ntalampiras (MLSP, 2016)

An incremental learning mechanism for human activity recognition. - Stavros Ntalampiras; Manuel Roveri (SSCI, 2016)

Automatic identification of integrity attacks in cyber-physical systems. - Stavros Ntalampiras (Expert Syst. Appl., 2016)

Emotion Prediction of Sound Events Based on Transfer Learning. - Stavros Ntalampiras; Ilyas Potamitis (EANN, 2017)

Hybrid framework for categorising sounds of Mysticete whales. - Stavros Ntalampiras (IET Signal Process., 2017)

Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems. - Cesare Alippi; Stavros Ntalampiras; Manuel Roveri (IEEE Trans. Emerg. Top. Comput. Intell., 2017)

A Classification Scheme Based on Directed Acyclic Graphs for Acoustic Farm Monitoring. - Stavros Ntalampiras (FRUCT, 2018)

Forecasting Mobile Service Demands for Anticipatory MEC. - Stavros Ntalampiras; Marco Fiore (WOWMOM, 2018)

Bird species identification via transfer learning from music genres. - Stavros Ntalampiras (Ecol. Informatics, 2018)

Moving Vehicle Classification Using Wireless Acoustic Sensor Networks. - Stavros Ntalampiras (IEEE Trans. Emerg. Top. Comput. Intell., 2018)

Fault Diagnosis for Smart Grids in Pragmatic Conditions. - Stavros Ntalampiras (IEEE Trans. Smart Grid, 2018)

Classification of Sounds Indicative of Respiratory Diseases. - Stavros Ntalampiras; Ilyas Potamitis (EANN, 2019)

Fusing Acoustic and Electroencephalographic Modalities for User-Independent Emotion Prediction. - Stavros Ntalampiras; Federico Avanzini; Luca Andrea Ludovico (ICCC, 2019)

A Convolutional Approach to Melody Line Identification in Symbolic Scores. - Federico Simonetta; Carlos Eduardo Cancino Chacón; Stavros Ntalampiras; Gerhard Widmer (ISMIR, 2019)

Unsupervised Spectral Clustering of Music-Related Brain Activity. - Stavros Ntalampiras (SITIS, 2019)

Multimodal music information processing and retrieval: survey and future challenges. - Federico Simonetta; Stavros Ntalampiras; Federico Avanzini (CoRR, 2019)

A Statistical Inference Framework for Understanding Music-Related Brain Activity. - Stavros Ntalampiras; Ilyas Potamitis (IEEE J. Sel. Top. Signal Process., 2019)

Deep Learning of Attitude in Children's Emotional Speech. - Stavros Ntalampiras (CIVEMSA, 2020)

Preservation and Promotion of Opera Cultural Heritage: The Experience of La Scala Theatre. - Federico Avanzini; Adriano Baratè; Goffredo Haus; Luca A. Ludovico; Stavros Ntalampiras (HCI (35), 2020)

One-shot learning for acoustic identification of bird species in non-stationary environments. - Michelangelo Acconcjaioco; Stavros Ntalampiras (ICPR, 2020)

Automatic detection of cow/calf vocalizations in free-stall barn. - Stavros Ntalampiras; Andrea Pezzuolo; Silvana Mattiello; Monica Battini; Marta Brscic (TSP, 2020)

Cross-modal variational inference for bijective signal-symbol translation. - Axel Chemla-Romeu-Santos; Stavros Ntalampiras; Philippe Esling; Goffredo Haus; Gérard Assayag (CoRR, 2020)

ASMD: an automatic framework for compiling multimodal datasets. - Federico Simonetta; Stavros Ntalampiras; Federico Avanzini (CoRR, 2020)

Collaborative framework for automatic classification of respiratory sounds. - Stavros Ntalampiras (IET Signal Process., 2020)

A Concept Drift-Aware DAG-Based Classification Scheme for Acoustic Monitoring of Farms. - Stavros Ntalampiras; Ilyas Potamitis (Int. J. Embed. Real Time Commun. Syst., 2020)

Emotional quantification of soundscapes by learning between samples. - Stavros Ntalampiras (Multim. Tools Appl., 2020)

Automatic acoustic classification of feline sex. - Maksim Kukushkin; Stavros Ntalampiras (Audio Mostly Conference, 2021)

Acoustic Classification of Cat Breed Based on Time and Frequency Domain Features. - William Raccagni; Stavros Ntalampiras (FRUCT, 2021)

CatMeows: A Publicly-Available Dataset of Cat Vocalizations. - Luca A. Ludovico; Stavros Ntalampiras; Giorgio Presti; Simona Cannas; Monica Battini; Silvana Mattiello (MMM (2), 2021)

Audio-to-Score Alignment Using Deep Automatic Music Transcription. - Federico Simonetta; Stavros Ntalampiras; Federico Avanzini (MMSP, 2021)

Automatic Acoustic Diagnosis of Heartbeats. - Simone Mastrangelo; Stavros Ntalampiras (SIGMAP, 2021)

Acoustic classification of individual cat vocalizations in evolving environments. - Stavros Ntalampiras; Danylo Kosmin; Javier Sanchez (TSP, 2021)

Language-agnostic speech anger identification. - Alessandra Saitta; Stavros Ntalampiras (TSP, 2021)

Acoustic detection of unknown bird species and individuals. - Stavros Ntalampiras; Ilyas Potamitis (CAAI Trans. Intell. Technol., 2021)

Interpreting deep urban sound classification using Layer-wise Relevance Propagation. - Marco Colussi; Stavros Ntalampiras (CoRR, 2021)

One-shot learning for acoustic diagnosis of industrial machines. - Stavros Ntalampiras (Expert Syst. Appl., 2021)

Automatic acoustic identification of respiratory diseases. - Stavros Ntalampiras; Ilyas Potamitis (Evol. Syst., 2021)

Speech emotion recognition via learning analogies. - Stavros Ntalampiras (Pattern Recognit. Lett., 2021)

Adversarial Attacks Against Audio Surveillance Systems. - Stavros Ntalampiras (EUSIPCO, 2022)

Variational Autoencoders for Anomaly Detection in Respiratory Sounds. - Michele Cozzatti; Federico Simonetta; Stavros Ntalampiras (ICANN (4), 2022)

Deep Feature Learning for Medical Acoustics. - Alessandro Maria Poirè; Federico Simonetta; Stavros Ntalampiras (ICANN (4), 2022)

Learning relationships between audio signals based on reservoir networks. - Stavros Ntalampiras (IJCNN, 2022)

Acoustics-specific Piano Velocity Estimation. - Federico Simonetta; Stavros Ntalampiras; Federico Avanzini (MMSP, 2022)

Context-aware Automatic Music Transcription. - Federico Simonetta; Stavros Ntalampiras; Federico Avanzini (CoRR, 2022)

A perceptual measure for evaluating the resynthesis of automatic music transcriptions. - Federico Simonetta; Federico Avanzini; Stavros Ntalampiras (Multim. Tools Appl., 2022)

Edge Computing for Vision-Based, Urban-Insects Traps in the Context of Smart Cities. - Ioannis Saradopoulos; Ilyas Potamitis; Stavros Ntalampiras; Antonios Konstantaras; Emmanuel N. Antonidakis (Sensors, 2022)

Italian Speech Emotion Recognition. - Irene Mantegazza; Stavros Ntalampiras (DSP, 2023)

Ensemble Learning for Cough-Based Subject-Independent COVID-19 Detection. - Vincenzo Conversano; Stavros Ntalampiras (ICPRAM, 2023)

A Hierarchical Approach for Multilingual Speech Emotion Recognition. - Marco Nicolini; Stavros Ntalampiras (ICPRAM, 2023)

Gender-Aware Speech Emotion Recognition in Multiple Languages. - Marco Nicolini; Stavros Ntalampiras (ICPRAM (Revised Selected Papers), 2023)

Lightweight Audio-Based Human Activity Classification Using Transfer Learning. - Marco Nicolini; Federico Simonetta; Stavros Ntalampiras (ICPRAM, 2023)

Model Ensemble for Predicting Heart and Respiration Rate From Speech. - Stavros Ntalampiras (IEEE Internet Comput., 2023)

Adversarial Attacks Against Acoustic Monitoring of Industrial Machines. - Stavros Ntalampiras (IEEE Internet Things J., 2023)

Few-shot learning for modeling cyber physical systems in non-stationary environments. - Stavros Ntalampiras; Ilyas Potamitis (Neural Comput. Appl., 2023)

Image-Based Insect Counting Embedded in E-Traps That Learn without Manual Image Annotation and Self-Dispose Captured Insects. - Ioannis Saradopoulos; Ilyas Potamitis; Anthony J. Konstantaras; Panagiotis Eliopoulos; Stavros Ntalampiras; Iraklis I. Rigakis (Inf., 2023)

An integrated system for the acoustic monitoring of goat farms. - Stavros Ntalampiras; Luca A. Ludovico; Giorgio Presti; Mael Vittorio Vena; Davide Fantini; Tyfenn Ogel; Stefania Celozzi; Monica Battini; Silvana Mattiello (Ecol. Informatics, 2023)

Explainable Siamese Neural Network for Classifying Pediatric Respiratory Sounds. - Stavros Ntalampiras (IEEE J. Biomed. Health Informatics, 2023)

Joint Learning of Emotions in Music and Generalized Sounds. - Federico Simonetta; Francesca Certo; Stavros Ntalampiras (Audio Mostly Conference, 2024)

Optical Music Recognition in Manuscripts from the Ricordi Archive. - Federico Simonetta; Rishav Mondal; Luca Andrea Ludovico; Stavros Ntalampiras (Audio Mostly Conference, 2024)

A Systematic Evaluation of Adversarial Attacks against Speech Emotion Recognition Models. - Nicolas Facchinetti; Federico Simonetta; Stavros Ntalampiras (CoRR, 2024)

Siamese Neural Network for Speech-Based Depression Classification and Severity Assessment. - Stavros Ntalampiras; Wen Qi (J. Heal. Informatics Res., 2024)

Automatic Prediction of Disturbance Caused by Interfloor Sound Events. - Stavros Ntalampiras; Alessandro Scalambrino (IEEE Trans. Cogn. Dev. Syst., 2025)