Maximos A. Kaliakatsos-Papakostas

Orcid: 0000-0002-9062-9915

Affiliations:
  • Aristotle University of Thessaloniki, School of Music Studies, Greece
  • University of Patras, Department of Mathematics, Greece


According to our database1, Maximos A. Kaliakatsos-Papakostas authored at least 45 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Rebetiko Singer Identification: Fine-tuning and explaining deep pretrained transformer models.
Proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic Cultures, 2024

2023
Visualisations of Jazz Standards Derived from Transformer-based Multi-task Learning.
Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and Informatics, 2023

Collaborative Score Transformations in Online Music Lessons: the MusiCoLab Toolset.
Proceedings of the 2023 4th International Symposium on the Internet of Sounds, 2023

2022
Towards a DHH Accessible Theater: Real-Time Synchronization of Subtitles and Sign Language Videos with ASR and NLP Solutions.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

A Dataset for Greek Traditional and Folk Music: Lyra.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

NLP-Theatre: Employing Speech Recognition Technologies for Improving Accessibility and Augmenting the Theatrical Experience.
Proceedings of the Intelligent Systems and Applications, 2022

A Few-Sample Strategy for Guitar Tablature Transcription Based on Inharmonicity Analysis and Playability Constraints.
Proceedings of the IEEE International Conference on Acoustics, 2022

Conditional Drums Generation Using Compound Word Representations.
Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2022

2020
On the Adaptability of Recurrent Neural Networks for Real-Time Jazz Improvisation Accompaniment.
Frontiers Artif. Intell., 2020

Music in Education through Technology.
ERCIM News, 2020

2019
Conditional neural sequence learners for generating drums' rhythms.
Neural Comput. Appl., 2019

Conceptual blending of high-level features and data-driven salience computation in melodic generation.
Cogn. Syst. Res., 2019

Deep Convolutional and LSTM Neural Network Architectures on Leap Motion Hand Tracking Data Sequences.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
DeepDrum: An Adaptive Conditional Neural Network.
CoRR, 2018

A web-based 3D environment for gestural interaction with virtual music instruments as a STEAM education tool.
Proceedings of the 18th International Conference on New Interfaces for Musical Expression, 2018

Generating Drum Rhythms Through Data-Driven Conceptual Blending of Features and Genetic Algorithms.
Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2018

A Web-based Real-Time Kinect Application for Gestural Interaction with Virtual Musical Instruments.
Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion, 2018

Interactive Control of Explicit Musical Features in Generative LSTM-based Systems.
Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion, 2018

Conceptual Blending in Melodic Harmonisation: Development and Empirical Evaluation in the Case of the CHAMELEON System.
Proceedings of the Concept Invention, 2018

2017
Combining LSTM and Feed Forward Neural Networks for Conditional Rhythm Composition.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Modelling Cadence Perception Via Musical Parameter Tuning to Perceptual Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Learning and Blending Harmonies in the Context of a Melodic Harmonisation Assistant.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

An Argument-based Creative Assistant for Harmonic Blending.
Proceedings of the Seventh International Conference on Computational Creativity, 2016

2015
A Probabilistic Approach to Determining Bass Voice Leading in Melodic Harmonisation.
Proceedings of the Mathematics and Computation in Music - 5th International Conference, 2015

Conceptual Blending in Music Cadences: A Formal Model and Subjective Evaluation.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Probabilistic Modular Bass Voice Leading in Melodic Harmonisation.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Evaluating the General Chord Type Representation in Tonal Music and Organising GCT Chord Labels in Functional Chord Categories.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Obtaining General Chord Types from Chroma Vectors.
Proceedings of the Audio Mostly 2015 on Interaction With Sound, 2015

2014
Μέθοδοι υπολογιστικής νοημοσύνης για αυτοματοποιημένη μουσική ανάλυση και σύνθεση
PhD thesis, 2014

Probabilistic harmonization with fixed intermediate chord constraints.
Proceedings of the Music Technology meets Philosophy, 2014

Swarm Lake: A Game of Swarm Intelligence, Human Interaction and Collaborative Music Composition.
Proceedings of the Music Technology meets Philosophy, 2014

An Idiom-independent Representation of Chords for Computational Music Analysis and Generation.
Proceedings of the Music Technology meets Philosophy, 2014

2013
Chaos and Music: from Time Series Analysis to Evolutionary Composition.
Int. J. Bifurc. Chaos, 2013

A Clustering Strategy for the Key Segmentation of Musical Audio.
Comput. Music. J., 2013

evoDrummer: Deriving Rhythmic Patterns through Interactive Genetic Algorithms.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2013

2012
Controlling interactive evolution of 8-bit melodies with genetic programming.
Soft Comput., 2012

Intelligent Generation of Rhythmic Sequences Using Finite L-systems.
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

Intelligent Real-Time Music Accompaniment for Constraint-Free Improvisation.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Genetic evolution of L and FL-systems for the production of rhythmic sequences.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Interactive Evolution of 8-Bit Melodies with Genetic Programming towards Finding Aesthetic Measures for Sound.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Real-time drums transcription with characteristic bandpass filtering.
Proceedings of the Audio Mostly 2012, 2012

2011
Feature Extraction Using Pitch Class Profile Information Entropy.
Proceedings of the Mathematics and Computation in Music - Third International Conference, 2011

Weighted Markov Chain Model for Musical Composer Identification.
Proceedings of the Applications of Evolutionary Computation, 2011

2010
Musical Composer Identification through Probabilistic and Feedforward Neural Networks.
Proceedings of the Applications of Evolutionary Computation, 2010


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