Publications
2025
Unsupervised generative chord representation learning and its effect on novelty-creativity and fidelity-standards Proceedings
Proceedings of the Conference on AI Music Creativity, 2025.
Generative Variational Autoenconder model of musical scales based on Slominsky's thesaurus Proceedings
Proceedings of the Conference on AI Music Creativity, 2025.
2024
A fuzzy gestural AI for expressive interactivity in multi-touch DMIs based on Laban's descriptors Journal Article
In: Computer Music Journal, vol. 47, no. 1, pp. 22-43, 2024.
2023
MUSIB: musical score inpainting benchmark Journal Article
In: EURASIP Journal on Audio, Speech, and Music Processing, vol. 2023, no. 19, 2023, (WoS, Scopus).
2021
Creativity in generative musical networks: evidence from two case studies Journal Article
In: Frontiers in Robotics and AI, vol. 8, pp. 680586, 2021.
2020
Creating Music With Fuzzy Logic Journal Article
In: Frontiers in Artificial Intelligence, vol. 3, pp. 59, 2020, (WoS, Scopus).
Latent Chords: Generative Piano Chord Synthesis with Variational Autoencoders. Proceedings Article
In: IUI 2020 Workshop on Human-AI Co-Creation with Generative Models, HAI-GEN, 2020.
2018
Fuzzy Logic Control Toolkit 2.0: composing and synthesis by fuzzyfication. Proceedings Article
In: NIME, pp. 398–402, 2018.
2009
Computer Music Control by Fuzzy Logic: Theory and Applications Book
VDM Publishing, Saarbrücken, Germany, 2009, ISBN: 978-3-639-14112-2.
2006
A fuzzy-logic mapper for audiovisual media Journal Article
In: Computer Music Journal, vol. 30, no. 1, pp. 67–82, 2006, (WoS, Scopus).
2004
A fuzzy logic model for compositional approaches to audio-visual media. Proceedings Article
In: International Computer Music Conference, 2004.