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.

Petromusicality. On the Sonic Culture of (Plastic) Material and Beyond explores the fossil fuel-based history of music media, focusing on vinyl records and their environmental impact. This Audio Paper examines historical production processes, material consumption, and the resurgence of vinyl culture. Through artistic research projects and expert perspectives, it discusses the political and ethical dimensions of sound reproduction. By highlighting sustainable alternatives and exploring the connections between extraction, mass production, and materiality, the study encourages a deeper engagement with the physical aspects of sound and their global implications.

This essay postulates a novel notion of the sound image that – rather than conceiving it as an artefact, a visual surrogate or an exclusively mental entity – defines it as an instance of a process or an operation, unfolding within material circuits, technical infrastructures, and collective protocols. Based upon the image theory developed by Gilbert Simondon in his book Imagination and Invention, this notion enables an account of the variable nature of the audible in a post-anthropocentric context as intrinsic to the forms in which sensorial engagement takes places in singular material constellations.

This video essay discusses how contemporary artists might directly address some of the philosophical and political challenges of a material approach to instrumentality through creative practice. I present and discuss the practical approaches taken by musicians who create and collaborate with instruments as a central part of their work: Khabat Abas and Sam Underwood. In examining their creative practice both creating and working with musical instruments, I examine how these artists navigate the agential and material aspects of the instruments and systems they create, in parallel with the conceptual ideas that they bring to and derive from such systems.