Efficient combination of parametric spaces, models and metrics for speaker diarization1. - Themos Stafylakis; Vassilis Katsouros; George Carayannis (ASRU, 2007)

A Parametric Spectral-Based Method for Verification of Text in Videos. - Vassilis Papavassiliou; Themos Stafylakis; Vassilis Katsouros; George Carayannis (ICDAR, 2007)

PANOPTIS: A System for Intelligent Monitoring of the Hellenic Broadcast Sector. - Iason Demiros; George Carayannis; Vassilios Antonopoulos; Georgios Kambourakis; Vassilios Katsouros; Panayotis Kolevris; Marios Nottas; Harris Papageorgiou; Vassilis Papavassiliou; Spyros Raptis; Fotini Simistira; Themos Stafylakis (DEXA Workshops, 2008)

Robust text-line and word segmentation for handwritten documents images. - Themos Stafylakis; Vassilis Papavassiliou; Vassilis Katsouros; George Carayannis (ICASSP, 2008)

Redefining the Bayesian information criterion for speaker diarisation. - Themos Stafylakis; Vassilis Katsouros; George Carayannis (INTERSPEECH, 2009)

A new penalty term for the BIC with respect to speaker diarization. - Themos Stafylakis; Georgios Tzimiropoulos; Vassilis Katsouros; George Carayannis (ICASSP, 2010)

A Morphological Approach for Text-Line Segmentation in Handwritten Documents. - Vassilis Papavassiliou; Vassilis Katsouros; George Carayannis (ICFHR, 2010)

Tempo Induction Using Filterbank Analysis and Tonal Features. - Aggelos Gkiokas; Vassilis Katsouros; George Carayannis (ISMIR, 2010)

Speaker clustering via the mean shift algorithm. - Themos Stafylakis; Vassilis Katsouros; George Carayannis (Odyssey, 2010)

The Segmental Bayesian Information Criterion and Its Applications to Speaker Diarization. - Themos Stafylakis; Vassilis Katsouros; George Carayannis (IEEE J. Sel. Top. Signal Process., 2010)

Handwritten document image segmentation into text lines and words. - Vassilis Papavassiliou; Themos Stafylakis; Vassilis Katsouros; George Carayannis (Pattern Recognit., 2010)

Closed-form expressions vs. BIC: A comparison for speaker clustering. - Themos Stafylakis; Xavier Anguera Miró; Vassilis Katsouros; George Carayannis (ICASSP, 2011)

Enhancing Handwritten Word Segmentation by Employing Local Spatial Features. - Fotini Simistira; Vassilis Papavassiliou; Themos Stafylakis; Vassilis Katsouros (ICDAR, 2011)

Music tempo estimation and beat tracking by applying source separation and metrical relations. - Aggelos Gkiokas; Vassilis Katsouros; George Carayannis; Themos Stafylakis (ICASSP, 2012)

A Morphology Based Approach for Binarization of Handwritten Documents. - Vassilis Papavassiliou; Fotini Simistira; Vassilis Katsouros; George Carayannis (ICFHR, 2012)

A System for Recognition of On-Line Handwritten Mathematical Expressions. - Fotini Simistira; Vassilis Papavassiliou; Vassilis Katsouros; George Carayannis (ICFHR, 2012)

Reducing Tempo Octave Errors by Periodicity Vector Coding And SVM Learning. - Aggelos Gkiokas; Vassilis Katsouros; George Carayannis (ISMIR, 2012)

A mean shift algorithm for manifolds of exponential families. - Themos Stafylakis; Vassilis Katsouros; Patrick Kenny; Pierre Dumouchel (ISSPA, 2012)

Mean shift algorithm for exponential families with applications to speaker clustering. - Themos Stafylakis; Vassilis Katsouros; Patrick Kenny; Pierre Dumouchel (Odyssey, 2012)

Structural analysis of online handwritten mathematical symbols based on support vector machines. - Fotini Simistira; Vassilis Papavassiliou; Vassilis Katsouros; George Carayannis (DRR, 2013)

Recognition of Spatial Relations in Mathematical Formulas. - Fotini Simistira; Vassilis Papavassiliou; Vassilis Katsouros; George Carayannis (ICFHR, 2014)

Deploying Deep Belief Nets for content based audio music similarity. - Aggelos Gkiokas; Vassilis Katsouros; George Carayannis (IISA, 2014)

GRPOLY-DB: An old Greek polytonic document image database. - Basilis Gatos; Nikolaos Stamatopoulos; Georgios Louloudis; Giorgos Sfikas; George Retsinas; Vassilis Papavassiliou; Fotini Sunistira; Vassilis Katsouros (ICDAR, 2015)

Recognition of historical Greek polytonic scripts using LSTM networks. - Fotini Simistira; Adnan Ul-Hassan; Vassilis Papavassiliou; Basilis Gatos; Vassilis Katsouros; Marcus Liwicki (ICDAR, 2015)

Recognition of online handwritten mathematical formulas using probabilistic SVMs and stochastic context free grammars. - Fotini Simistira; Vassilis Katsouros; George Carayannis (Pattern Recognit. Lett., 2015)

Recognition of Greek Polytonic on Historical Degraded Texts Using HMMs. - Vassilis Katsouros; Vassilis Papavassiliou; Fotini Simistira; Basilis Gatos (DAS, 2016)

Musical Track Popularity Mining Dataset. - Ioannis Karydis; Aggelos Gkiokas; Vassilis Katsouros (AIAI, 2016)

Towards Multi-Purpose Spectral Rhythm Features: An Application to Dance Style, Meter and Tempo Estimation. - Aggelos Gkiokas; Vassilis Katsouros; George Carayannis (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Convolutional Neural Networks for Real-Time Beat Tracking: A Dancing Robot Application. - Aggelos Gkiokas; Vassilis Katsouros (ISMIR, 2017)

Interactive Control of Explicit Musical Features in Generative LSTM-based Systems. - Maximos A. Kaliakatsos-Papakostas; Aggelos Gkiokas; Vassilis Katsouros (Audio Mostly Conference, 2018)

A Web-based Real-Time Kinect Application for Gestural Interaction with Virtual Musical Instruments. - Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Christos Garoufis; Antigoni Tsiami; Kosmas Kritsis; Maximos A. Kaliakatsos-Papakostas; Aggelos Gkiokas; Vassilis Katsouros; Petros Maragos (Audio Mostly Conference, 2018)

A web-based 3D environment for gestural interaction with virtual music instruments as a STEAM education tool. - Kosmas Kritsis; Aggelos Gkiokas; Carlos Árpád Acosta; Quentin Lamerand; Robert Piéchaud; Maximos A. Kaliakatsos-Papakostas; Vassilis Katsouros (NIME, 2018)

Musical track popularity mining dataset: Extension & experimentation. - Ioannis Karydis; Aggelos Gkiokas; Vassilis Katsouros; Lazaros S. Iliadis (Neurocomputing, 2018)

iMuSciCA: Interactive Music Science Collaborative Activities for STEAM Learning. - Vassilis Katsouros; Evita F. Fotinea; Renaat Frans; Erica Andreotti; Petros Stergiopoulos; Manolis Chaniotakis; Thomas Fischer; Robert Piéchaud; Zoltan Karpati; Pierre Laborde; Daniel Martín-Albo; Fotini Simistira; et al. (Designing for the User Experience in Learning Systems, 2018)

An Environment for Gestural Interaction with 3D Virtual Musical Instruments as an Educational Tool. - Christos Garoufis; Athanasia Zlatintsi; Kosmas Kritsis; Panagiotis Paraskevas Filntisis; Vassilis Katsouros; Petros Maragos (EUSIPCO, 2019)

Deep Convolutional and LSTM Neural Network Architectures on Leap Motion Hand Tracking Data Sequences. - Kosmas Kritsis; Maximos A. Kaliakatsos-Papakostas; Vassilis Katsouros; Aggelos Pikrakis (EUSIPCO, 2019)

Enabling the human in the loop: Linked data and knowledge in industrial cyber-physical systems. - Christos Emmanouilidis; Petros Pistofidis; Luka Bertoncelj; Vassilis Katsouros; Apostolos P. Fournaris; Christos Koulamas; Cristobal Ruiz-Carcel (Annu. Rev. Control., 2019)

Air-Writing Recognition using Deep Convolutional and Recurrent Neural Network Architectures. - Grigoris Bastas; Kosmas Kritsis; Vassilis Katsouros (ICFHR, 2020)

Music in Education through Technology. - Maximos A. Kaliakatsos-Papakostas; Kosmas Kritsis; Vassilis Katsouros (ERCIM News, 2020)

Educational Technology - Introduction to the Special Theme. - Vassilis Katsouros (ERCIM News, 2020)

On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment. - Kosmas Kritsis; Theatina Kylafi; Maximos A. Kaliakatsos-Papakostas; Aggelos Pikrakis; Vassilis Katsouros (Frontiers Artif. Intell., 2020)

Attention-based Multimodal Feature Fusion for Dance Motion Generation. - Kosmas Kritsis; Aggelos Gkiokas; Aggelos Pikrakis; Vassilis Katsouros (ICMI, 2021)

A Few-Sample Strategy for Guitar Tablature Transcription Based on Inharmonicity Analysis and Playability Constraints. - Grigoris Bastas; Stefanos Koutoupis; Maximos A. Kaliakatsos-Papakostas; Vassilis Katsouros; Petros Maragos (ICASSP, 2022)

NLP-Theatre: Employing Speech Recognition Technologies for Improving Accessibility and Augmenting the Theatrical Experience. - Alkiviadis Katsalis; Konstantinos Christantonis; Charalampos Tsioustas; Pantelis I. Kaplanoglou; Maximos A. Kaliakatsos-Papakostas; Athanasios Katsamanis; Konstantinos I. Diamantaras; Vassilis Katsouros; Evita F. Fotinea; Depy Panga; Dimitra Loupi (IntelliSys (2), 2022)

Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition. - Gerasimos Chatzoudis; Manos Plitsis; Spyridoula Stamouli; Athanasia-Lida Dimou; Nassos Katsamanis; Vassilis Katsouros (INTERSPEECH, 2022)

SciPar: A Collection of Parallel Corpora from Scientific Abstracts. - Dimitrios Roussis; Vassilis Papavassiliou; Prokopis Prokopidis; Stelios Piperidis; Vassilis Katsouros (LREC, 2022)

Towards a DHH Accessible Theater: Real-Time Synchronization of Subtitles and Sign Language Videos with ASR and NLP Solutions. - Grigoris Bastas; Maximos A. Kaliakatsos-Papakostas; Georgios Paraskevopoulos; Pantelis I. Kaplanoglou; Konstantinos Christantonis; Charalampos Tsioustas; Dimitris Mastrogiannopoulos; Depy Panga; Evita F. Fotinea; Athanasios Katsamanis; Vassilis Katsouros; Konstantinos I. Diamantaras; et al. (PETRA, 2022)

Regotron: Regularizing the Tacotron2 Architecture Via Monotonic Alignment Loss. - Efthymios Georgiou; Kosmas Kritsis; Georgios Paraskevopoulos; Athanasios Katsamanis; Vassilis Katsouros; Alexandros Potamianos (SLT, 2022)

DanceConv: Dance Motion Generation With Convolutional Networks. - Kosmas Kritsis; Aggelos Gkiokas; Aggelos Pikrakis; Vassilis Katsouros (IEEE Access, 2022)

A System for Processing and Recognition of Greek Byzantine and Post-Byzantine Documents. - Panagiotis Kaddas; Konstantinos Palaiologos; Basilis Gatos; Vassilis Katsouros; Katerina Christopoulou (ICDAR (4), 2023)

Weakly-supervised forced alignment of disfluent speech using phoneme-level modeling. - Theodoros Kouzelis; Georgios Paraskevopoulos; Athanasios Katsamanis; Vassilis Katsouros (INTERSPEECH, 2023)

Weakly-supervised Automated Audio Captioning via text only training. - Theodoros Kouzelis; Vassilis Katsouros (CoRR, 2023)

AI-Enabled Art Education: Unleashing Creative Potential and Exploring Co-Creation Frontiers. - Vassilis Evangelidis; Helena G. Theodoropoulou; Vassilis Katsouros; Chairi Kiourt (CSEDU (2), 2024)

Investigating Personalization Methods in Text to Music Generation. - Manos Plitsis; Theodoros Kouzelis; Georgios Paraskevopoulos; Vassilis Katsouros; Yannis Panagakis (ICASSP, 2024)

Investigating Neural Networks and Transformer Models for Enhanced Comic Decoding. - Eleanna Kouletou; Vassilis Papavassiliou; Vassilis Katsouros (ICDAR (Workshops 1), 2024)

The Greek podcast corpus: Competitive speech models for low-resourced languages with weakly supervised data. - Georgios Paraskevopoulos; Chara Tsoukala; Athanasios Katsamanis; Vassilis Katsouros (INTERSPEECH, 2024)

Meltemi: The first open Large Language Model for Greek. - Leon Voukoutis; Dimitris Roussis; Georgios Paraskevopoulos; Sokratis Sofianopoulos; Prokopis Prokopidis; Vassilis Papavasileiou; Athanasios Katsamanis; Stelios Piperidis; Vassilis Katsouros (CoRR, 2024)

Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems: A Case Study for Modern Greek. - Georgios Paraskevopoulos; Theodoros Kouzelis; Georgios Rouvalis; Athanasios Katsamanis; Vassilis Katsouros; Alexandros Potamianos (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis. - Efthymios Georgiou; Vassilis Katsouros; Yannis Avrithis; Alexandros Potamianos (CoRR, 2025)

Krikri: Advancing Open Large Language Models for Greek. - Dimitris Roussis; Leon Voukoutis; Georgios Paraskevopoulos; Sokratis Sofianopoulos; Prokopis Prokopidis; Vassilis Papavasileiou; Athanasios Katsamanis; Stelios Piperidis; Vassilis Katsouros (CoRR, 2025)

MEDUSA: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions. - Georgios Chatzichristodoulou; Despoina Kosmopoulou; Antonios Kritikos; Anastasia Poulopoulou; Efthymios Georgiou; Athanasios Katsamanis; Vassilis Katsouros; Alexandros Potamianos (CoRR, 2025)