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ORCIDMaximos Kaliakatsos-Papakostas
Person information
- unicode name: Μάξιμος Αθανάσιος Καλιακάτσος-Παπακώστας
- affiliation: Aristotle University of Thessaloniki, School of Music Studies, Greece
- affiliation: University of Patras, Department of Mathematics, Greece
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2020 – today
- 2026
[i8]Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos:
Pay (Cross) Attention to the Melody: Curriculum Masking for Single-Encoder Melodic Harmonization. CoRR abs/2601.16150 (2026)- 2025
- [j7]Maximos Kaliakatsos-Papakostas
, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos:
HarmonyTok: Comparing Methods for Harmony Tokenization for Machine Learning. Inf. 16(9): 759 (2025) - [c38]Maximos Kaliakatsos-Papakostas, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Dimos Makris, Vassilis Katsouros, Emilios Cambouropoulos:
Incorporating Structure and Chord Constraints in Symbolic Transformer-based Melodic Harmonization. AIMC 2025 - [c37]Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos:
Pay (Cross) Attention to the Melody: Curriculum Masking for Single-Encoder Melodic Harmonization. IEEE Big Data 2025: 5007-5015 - [i7]Maximos Kaliakatsos-Papakostas, Gregoris Bastas, Dimos Makris, Dorien Herremans, Vassilis Katsouros, Petros Maragos:
A Machine Learning Approach for MIDI to Guitar Tablature Conversion. CoRR abs/2510.10619 (2025) - [i6]Maximos Kaliakatsos-Papakostas, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Dimos Makris, Vassilis Katsouros, Emilios Cambouropoulos:
Incorporating Structure and Chord Constraints in Symbolic Transformer-based Melodic Harmonization. CoRR abs/2512.07627 (2025) - 2024
- [c36]Maximos Kaliakatsos-Papakostas, Asteris I. Zacharakis, Konstantinos Velenis, Emilios Cambouropoulos:
Rebetiko Singer Identification: Fine-tuning and explaining deep pretrained transformer models. Audio Mostly Conference 2024: 285-291 - 2023
- [c35]Chrisoula Alexandraki, Demosthenes Akoumianakis, Dimitris Milios, Alexandras Nousias, Yannis Viglis, Michael Kalochristianakis, Konstantinos Velenis, Maximos Kaliakatsos-Papakostas:
Collaborative Score Transformations in Online Music Lessons: the MusiCoLab Toolset. IS2 2023: 1-10 - [c34]Konstantinos Velenis, Maximos Kaliakatsos-Papakostas, Leandros Pasias, Emilios Cambouropoulos:
Visualisations of Jazz Standards Derived from Transformer-based Multi-task Learning. PCI 2023: 79-87 - 2022
- [c33]Dimos Makris, Zixun Guo, Maximos Kaliakatsos-Papakostas, Dorien Herremans:
Conditional Drums Generation Using Compound Word Representations. EvoMUSART 2022: 179-194 - [c32]Grigoris Bastas, Stefanos Koutoupis, Maximos Kaliakatsos-Papakostas, Vassilis Katsouros, Petros Maragos:
A Few-Sample Strategy for Guitar Tablature Transcription Based on Inharmonicity Analysis and Playability Constraints. ICASSP 2022: 771-775 - [c31]Alkiviadis Katsalis, Konstantinos Christantonis, Charalampos Tsioustas, Pantelis I. Kaplanoglou, Maximos Kaliakatsos-Papakostas, Athanasios Katsamanis, Konstantinos I. Diamantaras, Vassilis Katsouros, Evita F. Fotinea, Depy Panga, Dimitra Loupi:
NLP-Theatre: Employing Speech Recognition Technologies for Improving Accessibility and Augmenting the Theatrical Experience. IntelliSys (2) 2022: 507-526 - [c30]Charilaos Papaioannou, Ioannis Valiantzas, Theodore Giannakopoulos, Maximos Kaliakatsos-Papakostas, Alexandros Potamianos:
A Dataset for Greek Traditional and Folk Music: Lyra. ISMIR 2022: 377-383 - [c29]Grigoris Bastas, Maximos 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, Petros Maragos:
Towards a DHH Accessible Theater: Real-Time Synchronization of Subtitles and Sign Language Videos with ASR and NLP Solutions. PETRA 2022: 653-661 - [i5]Dimos Makris, Zixun Guo, Maximos Kaliakatsos-Papakostas, Dorien Herremans:
Conditional Drums Generation using Compound Word Representations. CoRR abs/2202.04464 (2022) - [i4]Charilaos Papaioannou, Ioannis Valiantzas, Theodoros Giannakopoulos, Maximos Kaliakatsos-Papakostas, Alexandros Potamianos:
A Dataset for Greek Traditional and Folk Music: Lyra. CoRR abs/2211.11479 (2022) - 2020
- [j6]Kosmas Kritsis, Theatina Kylafi, Maximos Kaliakatsos-Papakostas, Aggelos Pikrakis, Vassilis Katsouros:
On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment. Frontiers Artif. Intell. 3: 508727 (2020) - [c28]Manos Plitsis, Kosmas Kritsis, Maximos Kaliakatsos-Papakostas, Aggelos Pikrakis, Vassilis Katsouros:
Towards a Classification and Evaluation of Symbolic Music Encodings for RNN Music Generation. AIMC 2020 - [i3]Maximos Kaliakatsos-Papakostas, Kosmas Kritsis, Vassilis Katsouros:
Music in Education through Technology. ERCIM News 2020(120) (2020)
2010 – 2019
- 2019
- [j5]Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos:
Conceptual blending of high-level features and data-driven salience computation in melodic generation. Cogn. Syst. Res. 58: 55-70 (2019) - [j4]Dimos Makris, Maximos Kaliakatsos-Papakostas, Ioannis Karydis, Katia Lida Kermanidis:
Conditional neural sequence learners for generating drums' rhythms. Neural Comput. Appl. 31(6): 1793-1804 (2019) - [c27]Kosmas Kritsis, Maximos Kaliakatsos-Papakostas, Vassilis Katsouros, Aggelos Pikrakis:
Deep Convolutional and LSTM Neural Network Architectures on Leap Motion Hand Tracking Data Sequences. EUSIPCO 2019: 1-5 - 2018
- [c26]Athanasia Zlatintsi, Panagiotis Paraskevas Filntisis, Christos Garoufis, Antigoni Tsiami, Kosmas Kritsis, Maximos A. Kaliakatsos-Papakostas, Aggelos Gkiokas, Vassilis Katsouros, Petros Maragos:
A Web-based Real-Time Kinect Application for Gestural Interaction with Virtual Musical Instruments. Audio Mostly Conference 2018: 12:1-12:6 - [c25]Maximos Kaliakatsos-Papakostas, Aggelos Gkiokas, Vassilis Katsouros:
Interactive Control of Explicit Musical Features in Generative LSTM-based Systems. Audio Mostly Conference 2018: 29:1-29:7 - [c24]Maximos Kaliakatsos-Papakostas:
Generating Drum Rhythms Through Data-Driven Conceptual Blending of Features and Genetic Algorithms. EvoMUSART 2018: 145-160 - [c23]Kosmas Kritsis, Aggelos Gkiokas, Carlos Árpád Acosta, Quentin Lamerand, Robert Piéchaud, Maximos Kaliakatsos-Papakostas, Vassilis Katsouros:
A web-based 3D environment for gestural interaction with virtual music instruments as a STEAM education tool. NIME 2018: 348-349 - [p1]Maximos Kaliakatsos-Papakostas, Asterios I. Zacharakis, Emilios Cambouropoulos:
Conceptual Blending in Melodic Harmonisation: Development and Empirical Evaluation in the Case of the CHAMELEON System. Concept Invention 2018: 241-274 - [e1]Roberto Confalonieri, Alison Pease, Marco Schorlemmer, Tarek R. Besold, Oliver Kutz, Ewen Maclean, Maximos Kaliakatsos-Papakostas:
Concept Invention - Foundations, Implementation, Social Aspects and Applications. Springer 2018, ISBN 978-3-319-65601-4 [contents] - [i2]Dimos Makris, Maximos Kaliakatsos-Papakostas, Katia Lida Kermanidis:
DeepDrum: An Adaptive Conditional Neural Network. CoRR abs/1809.06127 (2018) - 2017
- [c22]Dimos Makris, Maximos Kaliakatsos-Papakostas, Ioannis Karydis, Katia Lida Kermanidis:
Combining LSTM and Feed Forward Neural Networks for Conditional Rhythm Composition. EANN 2017: 570-582 - 2016
- [c21]Maximos Kaliakatsos-Papakostas, Roberto Confalonieri, Joseph Corneli, Asterios I. Zacharakis, Emilios Cambouropoulos:
An Argument-based Creative Assistant for Harmonic Blending. ICCC 2016: 330-337 - [c20]Maximos Kaliakatsos-Papakostas, Dimos Makris, Asterios I. Zacharakis, Costas Tsougras, Emilios Cambouropoulos:
Learning and Blending Harmonies in the Context of a Melodic Harmonisation Assistant. AIAI 2016: 520-527 - [c19]Maximos Kaliakatsos-Papakostas, Asterios I. Zacharakis, Costas Tsougras, Emilios Cambouropoulos:
Modelling Cadence Perception Via Musical Parameter Tuning to Perceptual Data. AIAI 2016: 552-561 - [i1]Maximos Kaliakatsos-Papakostas, Roberto Confalonieri, Joseph Corneli, Asterios I. Zacharakis, Emilios Cambouropoulos:
An Argument-based Creative Assistant for Harmonic Blending. CoRR abs/1603.01770 (2016) - 2015
- [c18]Marcelo Queiroz, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos:
Obtaining General Chord Types from Chroma Vectors. Audio Mostly Conference 2015: 25:1-25:6 - [c17]Manfred Eppe, Roberto Confalonieri, Ewen Maclean, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos, W. Marco Schorlemmer, Mihai Codescu, Kai-Uwe Kühnberger:
Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. IJCAI 2015: 2445-2451 - [c16]Asterios I. Zacharakis, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos:
Conceptual Blending in Music Cadences: A Formal Model and Subjective Evaluation. ISMIR 2015: 141-147 - [c15]Dimos Makris, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos:
Probabilistic Modular Bass Voice Leading in Melodic Harmonisation. ISMIR 2015: 323-329 - [c14]Maximos Kaliakatsos-Papakostas, Asterios I. Zacharakis, Costas Tsougras, Emilios Cambouropoulos:
Evaluating the General Chord Type Representation in Tonal Music and Organising GCT Chord Labels in Functional Chord Categories. ISMIR 2015: 427-433 - [c13]Dimos Makris, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos:
A Probabilistic Approach to Determining Bass Voice Leading in Melodic Harmonisation. MCM 2015: 128-134 - 2014
- [b1]Maximos A. Kaliakatsos-Papakostas:
Μέθοδοι υπολογιστικής νοημοσύνης για αυτοματοποιημένη μουσική ανάλυση και σύνθεση. University of Patras, Greece, 2014 - [c12]Emilios Cambouropoulos, Maximos Kaliakatsos-Papakostas, Costas Tsougras:
An Idiom-independent Representation of Chords for Computational Music Analysis and Generation. ICMC 2014 - [c11]Maximos Kaliakatsos-Papakostas, Andreas Floros, Konstantinos Drossos, Konstantinos Koukoudis, Manolis Kyzalas, Achilleas Kalantzis:
Swarm Lake: A Game of Swarm Intelligence, Human Interaction and Collaborative Music Composition. ICMC 2014 - [c10]Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos:
Probabilistic harmonization with fixed intermediate chord constraints. ICMC 2014 - 2013
- [j3]Maximos A. Kaliakatsos-Papakostas, Andreas Floros, Michael N. Vrahatis:
A Clustering Strategy for the Key Segmentation of Musical Audio. Comput. Music. J. 37(1): 52-69 (2013) - [j2]Maximos A. Kaliakatsos-Papakostas, Michael G. Epitropakis, Andreas Floros, Michael N. Vrahatis:
Chaos and Music: from Time Series Analysis to Evolutionary Composition. Int. J. Bifurc. Chaos 23(11) (2013) - [c9]Maximos A. Kaliakatsos-Papakostas, Andreas Floros, Michael N. Vrahatis:
evoDrummer: Deriving Rhythmic Patterns through Interactive Genetic Algorithms. EvoMUSART 2013: 25-36 - 2012
- [j1]Maximos A. Kaliakatsos-Papakostas, Michael G. Epitropakis, Andreas Floros, Michael N. Vrahatis:
Controlling interactive evolution of 8-bit melodies with genetic programming. Soft Comput. 16(12): 1997-2008 (2012) - [c8]Maximos A. Kaliakatsos-Papakostas, Andreas Floros, Michael N. Vrahatis, Nikolaos Kanellopoulos:
Real-time drums transcription with characteristic bandpass filtering. Audio Mostly Conference 2012: 152-159 - [c7]Maximos A. Kaliakatsos-Papakostas, Michael G. Epitropakis, Andreas Floros, Michael N. Vrahatis:
Interactive Evolution of 8-Bit Melodies with Genetic Programming towards Finding Aesthetic Measures for Sound. EvoMUSART 2012: 141-152 - [c6]Maximos A. Kaliakatsos-Papakostas, Andreas Floros, Nikolaos Kanellopoulos, Michael N. Vrahatis:
Genetic evolution of L and FL-systems for the production of rhythmic sequences. GECCO (Companion) 2012: 461-468 - [c5]Maximos A. Kaliakatsos-Papakostas, Andreas Floros, Michael N. Vrahatis:
Intelligent Real-Time Music Accompaniment for Constraint-Free Improvisation. ICTAI 2012: 444-451 - [c4]Maximos A. Kaliakatsos-Papakostas, Andreas Floros, Michael N. Vrahatis:
Intelligent Generation of Rhythmic Sequences Using Finite L-systems. IIH-MSP 2012: 424-427 - 2011
- [c3]Maximos A. Kaliakatsos-Papakostas, Michael G. Epitropakis, Michael N. Vrahatis:
Weighted Markov Chain Model for Musical Composer Identification. EvoApplications (2) 2011: 334-343 - [c2]Maximos A. Kaliakatsos-Papakostas, Michael G. Epitropakis, Michael N. Vrahatis:
Feature Extraction Using Pitch Class Profile Information Entropy. MCM 2011: 354-357 - 2010
- [c1]Maximos A. Kaliakatsos-Papakostas, Michael G. Epitropakis, Michael N. Vrahatis:
Musical Composer Identification through Probabilistic and Feedforward Neural Networks. EvoApplications (2) 2010: 411-420
Coauthor Index
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