Research Catalogue

This exposition reflects on how machine learning can be integrated with algorithmic composition and live coding to expand digital music creation. The research examines how ML-driven sound analysis, training data, and interactive models reshape compositional workflows. By viewing machine learning as an interpretative and generative process rather than a mere tool, this project challenges conventional boundaries between data gathering, system design, and artistic practice. The discussion is framed through experimental approaches that merge sound synthesis, live coding, and model training, questioning how algorithmic systems can act as both agents of composition and reflective mirrors of musical intention. Through the interplay of structured data, generative models, and exploratory workflows, the study situates machine learning within a broader conversation about creativity, computation, and the evolving role of the composer-programmer.

This page is under construction It contains material created for and in the context of the research project Gifts from the Sentient Forest at the University of Lapland. See https://www.sentientforestproject.com

The publication Paths of artistic research is a collection of interviews with artistic researchers - Andrea Buršová, assistant professor at the Nika Brettschneiderová Dramatic Acting Department, Faculty of Drama, JAMU, Jiří Honzírek, director, manager of the Feste Theatre and PhD student at the Theatre Faculty, JAMU, Barbora Klímová, head of the Studio of Environmental Design at the FFA BUT, Lenka Klodová, head of the Studio of Body Design at the FFA BUT, Lucia Repašská, researcher at the Cabinet for Theatre and Drama Research, Theatre Faculty, JAMU, Hana Slavíková, head of the Studio of Radio and Television Dramaturgy and Scriptwriting, Theatre Faculty, JAMU, Pavel Sterec, artist and former head of the Intermedia Studio at the FFA, BUT, and Lenka Veselá, researcher at the Department of Theory and History of Art at the FFA, BUT and PhD student at the FFA, BUT. These are artists who have been associated with art colleges in Brno, specifically with the Faculty of Fine Arts of the BUT and the Theatre Faculty of the JAMU. Through interviews with the artists, the reader will learn under what circumstances they began to engage in artistic research, how they perceive it, what meanings they attribute to it and the purpose it serves for them. The selected group of artists is very diverse and their creative and research strategies are different, as are the purposes for which they use artistic research. The publication does not aim to provide an exhaustive overview of the methods used in artistic research, but it does aim to show that there are many approaches to artistic research and to present the paths that have brought particular artists to artistic research.

This short essay opens ArteActa’s issue AI (and) Art: Poetics of Prompting by proposing to understand generative algorithms as fundamentally metabolic: a dynamic entanglement of data, energy, affect, attention, and ecology. It argues that, given their ubiquity, generative materials can no longer be understood primarily as representations or discrete outputs. Instead, they function as metabolic processes that devour cultural material, extract planetary resources, and reshape perception below the threshold of consciousness. Prompting itself is always an act of transformation rather than merely a symbolic command, and intentional artistic experiments represent only a fraction of a larger infrastructure. The essay thus advocates for a multiscalar understanding of generative media: every prompt is already an ecosystem; every image is already a node in a planetary metabolism.

The fantasy of the algorithm and, by extension, artificial intelligence imagines that each performs by executing an operational task. Yet, based on its inherent computational structure, the digital performance fails to live up to its instrumental promise. This failure foregrounds an occasion for artistic intervention. “The Wager of the Algorithm: Towards a Performatic Gesture” presents a theoretical statement (illustrated via artwork by the author) in which the overall exposition underscores a dialectic within instrumental reason itself. The “prompt” names are a shorthand for the fulcrum of this problematic.

Cultivating a sense of ownership in beginner music students is important for fostering engagement and self-confidence in their educational journey. This study explores how integrating creative activities into a beginner clarinet curriculum promotes ownership among students aged 9–11. Focusing on three specific activities tested in multiple case studies, the research investigates students' relation with their musical development. Findings reveal that using creative activities as part of a personalized, student-centered teaching approach enhances students' motivation and engagement, ultimately fostering a stronger sense of ownership in their learning experiences. The study also offers practical insights for music educators seeking to creatively teach instrumental skills while creating a meaningful musical experience for young clarinetists.