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.

Through a series of photographic assemblages that focus on texture, depth, and atmosphere, “The Oracle of Delphi” documents interactions between these assemblages and AI language models. The work demonstrates specific ways that current AI systems struggle to comprehend material qualities and contextual relationships in personal narratives, particularly when dealing with dimensionality, surface qualities, and emotional resonance. By analyzing these limitations, the work reveals the gap between human and machine perception of materiality and affect, while suggesting potential approaches for developing more nuanced human-machine encounters. Through these material encounters and a deliberate “kinking” of established patterns, the work demonstrates how algorithmic systems might be recrafted from processes of reduction into expansive sites of co-creation and possibility.

This virtual exposition partially concentrates the experimental works developed during the doctorate in musical performance. Based mainly on the theory of transcreation of Haroldo de Campos (1962-2003), the topic of virtuosity is approached from artistic gestures trying to raise the discussion on what it means to be a virtuoso in the contemporary musical world. Paradoxically, iconic piano technique studies were chosen as the main material,this transcreationist interpretation allows traditional material to be permeated not only by contemporary means and aesthetics, but also questions that reflect on the tradition that made the emergence of these studies possible.

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