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Journal Articles
- 2024
[j35]Stavros Ntalampiras, Wen Qi:
Siamese Neural Network for Speech-Based Depression Classification and Severity Assessment. J. Heal. Informatics Res. 8(4): 577-593 (2024)- 2023
- [j34]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: 102043 (2023) - [j33]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): 267 (2023) - [j32]Stavros Ntalampiras:
Model Ensemble for Predicting Heart and Respiration Rate From Speech. IEEE Internet Comput. 27(3): 15-20 (2023) - [j31]Stavros Ntalampiras:
Adversarial Attacks Against Acoustic Monitoring of Industrial Machines. IEEE Internet Things J. 10(4): 2832-2839 (2023) - [j30]Stavros Ntalampiras, Ilyas Potamitis:
Few-shot learning for modeling cyber physical systems in non-stationary environments. Neural Comput. Appl. 35(5): 3853-3863 (2023) - [j29]Stavros Ntalampiras:
Explainable Siamese Neural Network for Classifying Pediatric Respiratory Sounds. IEEE J. Biomed. Health Informatics 27(10): 4728-4735 (2023) - 2022
- [j28]Federico Simonetta, Federico Avanzini, Stavros Ntalampiras:
A perceptual measure for evaluating the resynthesis of automatic music transcriptions. Multim. Tools Appl. 81(22): 32371-32391 (2022) - [j27]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): 2006 (2022) - 2021
- [j26]Stavros Ntalampiras, Ilyas Potamitis:
Acoustic detection of unknown bird species and individuals. CAAI Trans. Intell. Technol. 6(3): 291-300 (2021) - [j25]Stavros Ntalampiras:
One-shot learning for acoustic diagnosis of industrial machines. Expert Syst. Appl. 178: 114984 (2021) - [j24]Stavros Ntalampiras, Ilyas Potamitis:
Automatic acoustic identification of respiratory diseases. Evol. Syst. 12(1): 69-77 (2021) - [j23]Stavros Ntalampiras:
Speech emotion recognition via learning analogies. Pattern Recognit. Lett. 144: 21-26 (2021) - 2020
- [j22]Stavros Ntalampiras:
Collaborative framework for automatic classification of respiratory sounds. IET Signal Process. 14(4): 223-228 (2020) - [j21]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): 62-75 (2020) - [j20]Stavros Ntalampiras:
Emotional quantification of soundscapes by learning between samples. Multim. Tools Appl. 79(41-42): 30387-30395 (2020) - 2019
- [j19]Stavros Ntalampiras, Ilyas Potamitis:
A Statistical Inference Framework for Understanding Music-Related Brain Activity. IEEE J. Sel. Top. Signal Process. 13(2): 275-284 (2019) - 2018
- [j18]Stavros Ntalampiras:
Bird species identification via transfer learning from music genres. Ecol. Informatics 44: 76-81 (2018) - [j17]Stavros Ntalampiras:
Moving Vehicle Classification Using Wireless Acoustic Sensor Networks. IEEE Trans. Emerg. Top. Comput. Intell. 2(2): 129-138 (2018) - [j16]Stavros Ntalampiras:
Fault Diagnosis for Smart Grids in Pragmatic Conditions. IEEE Trans. Smart Grid 9(3): 1964-1971 (2018) - 2017
- [j15]Stavros Ntalampiras:
Hybrid framework for categorising sounds of Mysticete whales. IET Signal Process. 11(4): 349-355 (2017) - [j14]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): 61-71 (2017) - 2016
- [j13]Stavros Ntalampiras:
Automatic identification of integrity attacks in cyber-physical systems. Expert Syst. Appl. 58: 164-173 (2016) - 2015
- [j12]Stavros Ntalampiras, Yannis Soupionis, Georgios Giannopoulos:
A fault diagnosis system for interdependent critical infrastructures based on HMMs. Reliab. Eng. Syst. Saf. 138: 73-81 (2015) - [j11]Stavros Ntalampiras:
Detection of Integrity Attacks in Cyber-Physical Critical Infrastructures Using Ensemble Modeling. IEEE Trans. Ind. Informatics 11(1): 104-111 (2015) - [j10]Stavros Ntalampiras:
Fault Identification in Distributed Sensor Networks Based on Universal Probabilistic Modeling. IEEE Trans. Neural Networks Learn. Syst. 26(9): 1939-1949 (2015) - 2014
- [j9]Stavros Ntalampiras:
Universal background modeling for acoustic surveillance of urban traffic. Digit. Signal Process. 31: 69-78 (2014) - [j8]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): 1211-1231 (2014) - 2013
- [j7]Stavros Ntalampiras:
A Novel Holistic Modeling Approach for Generalized Sound Recognition. IEEE Signal Process. Lett. 20(2): 185-188 (2013) - [j6]Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
A Cognitive Fault Diagnosis System for Distributed Sensor Networks. IEEE Trans. Neural Networks Learn. Syst. 24(8): 1213-1226 (2013) - 2012
- [j5]Stavros Ntalampiras, Nikos Fakotakis:
Modeling the Temporal Evolution of Acoustic Parameters for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 3(1): 116-125 (2012) - 2011
- [j4]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
A Practical System for Acoustic Surveillance of Hazardous Situations. Int. J. Artif. Intell. Tools 20(1): 119-137 (2011) - [j3]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
Probabilistic Novelty Detection for Acoustic Surveillance Under Real-World Conditions. IEEE Trans. Multim. 13(4): 713-719 (2011) - 2009
- [j2]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
An Adaptive Framework for Acoustic Monitoring of Potential Hazards. EURASIP J. Audio Speech Music. Process. 2009 (2009) - [j1]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
Exploiting Temporal Feature Integration for Generalized Sound Recognition. EURASIP J. Adv. Signal Process. 2009 (2009)
Conference and Workshop Papers
- 2024
- [c53]Federico Simonetta, Rishav Mondal, Luca Andrea Ludovico, Stavros Ntalampiras:
Optical Music Recognition in Manuscripts from the Ricordi Archive. Audio Mostly Conference 2024: 260-269 - [c52]Federico Simonetta, Francesca Certo, Stavros Ntalampiras:
Joint Learning of Emotions in Music and Generalized Sounds. Audio Mostly Conference 2024: 302-307 - 2023
- [c51]Irene Mantegazza, Stavros Ntalampiras:
Italian Speech Emotion Recognition. DSP 2023: 1-5 - [c50]Marco Nicolini, Stavros Ntalampiras:
Gender-Aware Speech Emotion Recognition in Multiple Languages. ICPRAM (Revised Selected Papers) 2023: 111-123 - [c49]Marco Nicolini, Stavros Ntalampiras:
A Hierarchical Approach for Multilingual Speech Emotion Recognition. ICPRAM 2023: 679-685 - [c48]Marco Nicolini, Federico Simonetta, Stavros Ntalampiras:
Lightweight Audio-Based Human Activity Classification Using Transfer Learning. ICPRAM 2023: 783-789 - [c47]Vincenzo Conversano, Stavros Ntalampiras:
Ensemble Learning for Cough-Based Subject-Independent COVID-19 Detection. ICPRAM 2023: 798-805 - 2022
- [c46]Stavros Ntalampiras:
Adversarial Attacks Against Audio Surveillance Systems. EUSIPCO 2022: 284-288 - [c45]Alessandro Maria Poirè, Federico Simonetta, Stavros Ntalampiras:
Deep Feature Learning for Medical Acoustics. ICANN (4) 2022: 39-50 - [c44]Michele Cozzatti, Federico Simonetta, Stavros Ntalampiras:
Variational Autoencoders for Anomaly Detection in Respiratory Sounds. ICANN (4) 2022: 333-345 - [c43]Stavros Ntalampiras:
Learning relationships between audio signals based on reservoir networks. IJCNN 2022: 1-6 - [c42]Federico Simonetta, Stavros Ntalampiras, Federico Avanzini:
Acoustics-specific Piano Velocity Estimation. MMSP 2022: 1-7 - 2021
- [c41]Maksim Kukushkin, Stavros Ntalampiras:
Automatic acoustic classification of feline sex. Audio Mostly Conference 2021: 156-160 - [c40]William Raccagni, Stavros Ntalampiras:
Acoustic Classification of Cat Breed Based on Time and Frequency Domain Features. FRUCT 2021: 184-189 - [c39]Luca A. Ludovico, Stavros Ntalampiras, Giorgio Presti, Simona Cannas, Monica Battini, Silvana Mattiello:
CatMeows: A Publicly-Available Dataset of Cat Vocalizations. MMM (2) 2021: 230-243 - [c38]Federico Simonetta, Stavros Ntalampiras, Federico Avanzini:
Audio-to-Score Alignment Using Deep Automatic Music Transcription. MMSP 2021: 1-6 - [c37]Simone Mastrangelo, Stavros Ntalampiras:
Automatic Acoustic Diagnosis of Heartbeats. SIGMAP 2021: 51-56 - [c36]Alessandra Saitta, Stavros Ntalampiras:
Language-agnostic speech anger identification. TSP 2021: 249-253 - [c35]Stavros Ntalampiras, Danylo Kosmin, Javier Sanchez:
Acoustic classification of individual cat vocalizations in evolving environments. TSP 2021: 254-258 - 2020
- [c34]Stavros Ntalampiras:
Deep Learning of Attitude in Children's Emotional Speech. CIVEMSA 2020: 1-5 - [c33]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: 325-337 - [c32]Michelangelo Acconcjaioco, Stavros Ntalampiras:
One-shot learning for acoustic identification of bird species in non-stationary environments. ICPR 2020: 755-762 - [c31]Stavros Ntalampiras, Andrea Pezzuolo, Silvana Mattiello, Monica Battini, Marta Brscic:
Automatic detection of cow/calf vocalizations in free-stall barn. TSP 2020: 41-45 - 2019
- [c30]Stavros Ntalampiras, Ilyas Potamitis:
Classification of Sounds Indicative of Respiratory Diseases. EANN 2019: 93-103 - [c29]Stavros Ntalampiras, Federico Avanzini, Luca Andrea Ludovico:
Fusing Acoustic and Electroencephalographic Modalities for User-Independent Emotion Prediction. ICCC 2019: 36-41 - [c28]Federico Simonetta, Carlos Eduardo Cancino Chacón, Stavros Ntalampiras, Gerhard Widmer:
A Convolutional Approach to Melody Line Identification in Symbolic Scores. ISMIR 2019: 924-931 - [c27]Stavros Ntalampiras:
Unsupervised Spectral Clustering of Music-Related Brain Activity. SITIS 2019: 193-197 - 2018
- [c26]Stavros Ntalampiras:
A Classification Scheme Based on Directed Acyclic Graphs for Acoustic Farm Monitoring. FRUCT 2018: 276-282 - [c25]Stavros Ntalampiras, Marco Fiore:
Forecasting Mobile Service Demands for Anticipatory MEC. WOWMOM 2018: 14-19 - 2017
- [c24]Stavros Ntalampiras, Ilyas Potamitis:
Emotion Prediction of Sound Events Based on Transfer Learning. EANN 2017: 303-313 - 2016
- [c23]Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems. IJCNN 2016: 756-762 - [c22]Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
Designing HMMs in the Age of Big Data. INNS Conference on Big Data 2016: 120-130 - [c21]Stavros Ntalampiras:
Automatic analysis of audiostreams in the concept drift environment. MLSP 2016: 1-6 - [c20]Stavros Ntalampiras, Manuel Roveri:
An incremental learning mechanism for human activity recognition. SSCI 2016: 1-6 - 2014
- [c19]Yannis Soupionis, Stavros Ntalampiras, Georgios Giannopoulos:
Faults and Cyber Attacks Detection in Critical Infrastructures. CRITIS 2014: 283-289 - [c18]Stavros Ntalampiras, Georgios Giannopoulos:
Automatic Fault Identification in Sensor Networks Based on Probabilistic Modeling. CRITIS 2014: 344-354 - [c17]Stavros Ntalampiras, Ilyas Potamitis:
On predicting the unpleasantness level of a sound event. INTERSPEECH 2014: 1782-1785 - 2013
- [c16]Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
Model ensemble for an effective on-line reconstruction of missing data in sensor networks. IJCNN 2013: 1-6 - [c15]Joseba Quevedo, Cesare Alippi, Miquel Àngel 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: 394-400 - 2012
- [c14]Stavros Ntalampiras, Ilyas Potamitis:
Detection of human activities in natural environments based on their acoustic emissions. EUSIPCO 2012: 1469-1473 - [c13]Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
An HMM-based change detection method for intelligent embedded sensors. IJCNN 2012: 1-7 - 2010
- [c12]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: 1-8 - [c11]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
A multidomain approach for automatic home environmental sound classification. INTERSPEECH 2010: 2210-2213 - [c10]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
Identification of abnormal audio events based on probabilistic novelty detection. INTERSPEECH 2010: 2218-2221 - [c9]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 - 2009
- [c8]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
A portable system for robust acoustic detection of atypical situations. EUSIPCO 2009: 1121-1125 - [c7]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
On acoustic surveillance of hazardous situations. ICASSP 2009: 165-168 - [c6]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: 1-8 - 2008
- [c5]Stavros Ntalampiras, Nikos Fakotakis:
A comparative study in automatic recognition of broadcast audio. INTERSPEECH 2008: 2498-2501 - [c4]Stavros Ntalampiras, Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis:
Audio Database in Support of Potentiel Threat and Crisis Situation Management. LREC 2008 - [c3]Stavros Ntalampiras, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis:
Objective comparison of speech enhancement algorithms under real world conditions. PETRA 2008: 34 - [c2]Alexandros Lazaridis, Theodoros Kostoulas, Iosif Mporas, Todor Ganchev, Nikos Katsaounos, Stavros Ntalampiras, Nikos Fakotakis:
Human evaluation of the LOGOS' spoken dialogue system. PETRA 2008: 36 - [c1]Stavros Ntalampiras, Nikos Fakotakis:
Speech/Music Discrimination Based on Discrete Wavelet Transform. SETN 2008: 205-211
Parts in Books or Collections
- 2008
- [p2]Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis:
Automatic Recognition of Urban Soundscenes. New Directions in Intelligent Interactive Multimedia 2008: 147-153 - [p1]Theodoros Kostoulas, Iosif Mporas, Todor Ganchev, Nikos Katsaounos, Alexandros Lazaridis, Stavros Ntalampiras, Nikos Fakotakis:
LOGOS: A Multimodal Dialogue System for Controlling Smart Appliances. New Directions in Intelligent Interactive Multimedia 2008: 585-594
Informal and Other Publications
- 2024
- [i14]Nicolas Facchinetti, Federico Simonetta, Stavros Ntalampiras:
A Systematic Evaluation of Adversarial Attacks against Speech Emotion Recognition Models. CoRR abs/2404.18514 (2024) - [i13]Federico Simonetta, Francesca Certo, Stavros Ntalampiras:
Joint Learning of Emotions in Music and Generalized Sounds. CoRR abs/2408.02009 (2024) - [i12]Federico Simonetta, Rishav Mondal, Luca Andrea Ludovico, Stavros Ntalampiras:
Optical Music Recognition in Manuscripts from the Ricordi Archive. CoRR abs/2408.10260 (2024) - 2022
- [i11]Federico Simonetta, Federico Avanzini, Stavros Ntalampiras:
A Perceptual Measure for Evaluating the Resynthesis of Automatic Music Transcriptions. CoRR abs/2202.12257 (2022) - [i10]Federico Simonetta, Stavros Ntalampiras, Federico Avanzini:
Context-aware Automatic Music Transcription. CoRR abs/2203.16294 (2022) - [i9]Alessandro Maria Poirè, Federico Simonetta, Stavros Ntalampiras:
Deep Feature Learning for Medical Acoustics. CoRR abs/2208.03084 (2022) - [i8]Michele Cozzatti, Federico Simonetta, Stavros Ntalampiras:
Variational Autoencoders for Anomaly Detection in Respiratory Sounds. CoRR abs/2208.03326 (2022) - 2021
- [i7]Michelangelo Acconcjaioco, Stavros Ntalampiras:
One-shot learning for acoustic identification of bird species in non-stationary environments. CoRR abs/2105.00202 (2021) - [i6]Federico Simonetta, Stavros Ntalampiras, Federico Avanzini:
Audio-to-Score Alignment Using Deep Automatic Music Transcription. CoRR abs/2107.12854 (2021) - [i5]Marco Colussi, Stavros Ntalampiras:
Interpreting deep urban sound classification using Layer-wise Relevance Propagation. CoRR abs/2111.10235 (2021) - 2020
- [i4]Axel Chemla-Romeu-Santos, Stavros Ntalampiras, Philippe Esling, Goffredo Haus, Gérard Assayag:
Cross-modal variational inference for bijective signal-symbol translation. CoRR abs/2002.03862 (2020) - [i3]Federico Simonetta, Stavros Ntalampiras, Federico Avanzini:
ASMD: an automatic framework for compiling multimodal datasets. CoRR abs/2003.01958 (2020) - 2019
- [i2]Federico Simonetta, Stavros Ntalampiras, Federico Avanzini:
Multimodal music information processing and retrieval: survey and future challenges. CoRR abs/1902.05347 (2019) - [i1]Federico Simonetta, Carlos Eduardo Cancino Chacón, Stavros Ntalampiras, Gerhard Widmer:
A Convolutional Approach to Melody Line Identification in Symbolic Scores. CoRR abs/1906.10547 (2019)
Coauthor Index
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