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.

Arts-based-philosophy is an emerging research concept at the cutting edge of the arts, philosophy and the Sciences in which cross-disciplinary research collectives align their research practices to finally stage their investigations in field-performances, shared with the public. Our research explores the significance of the HEART in artistic research and performance philosophy from a cross-cultural perspective, partially based on the concepts of the HEART in the works of two artist-philosophers, in which philosophy already became arts-based-philosophy: Nietzsche’s Thus Spoke Zarathustra and Aurobindo’s poetic opus magnum Savitri. We generally assume that the works of artist-philosophers are not only engaged in “creating concepts” (Deleuze), but their concepts are also meant to be staged artistically to let them bodily matter in fact. The role of the HEART in respect to this process of “bodily mattering” is the core objective under investigation: Firstly, because we hold that atmospheres trigger the HEART of a lived-body to taste the flavor of things it is environmentally engaged with basically in an aesthetic manner (Nietzsche). In this respect the analysis of the classical notion for the aesthete in Indian philosophy and aesthetics, sahṛdaya––which literally means, “somebody, with a HEART”––becomes crucial. Secondly, because the HEART is said to be not just reducible to one’s manifest Nature, but has access to one’s virtual Nature as well. The creation hymn in the oldest of all Vedas (Rgveda) for instance informs us that a HEART is capable of crossing being (sat) & non-being (asat), which makes it fluctuate among these two realms and even allows its aspirations to let virtual possibilities matter. Such concepts show striking similarities with contemporary concepts in philosophy-physics, e.g. the concepts of “virtual particles” and “quantum vacuum fluctuations” (Barad).

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

This chapter will detail the evolution of a set of improvised performances that explored Empathic Speculation in both live and studio settings. As a means to elevate musical attunement in live performance based on an atmosphere of musical trust that ‘allows for creative risk-taking, which can result in the production of spontaneous musical utterances’ (Seddon, 2005: 58), Empathic Speculation (Bain, 2021) describes a further level of interaction that attempts to encourage another member of the ensemble beyond their perceived musical boundaries; or ‘comfort zones’.

When starting a composition, waiting for the fabled “inspiration to hit” can be unreliable at best and frustrating at worst. To investigate this issue, I look at how experts in other art disciplines approach the practice of creativity, specifically when beginning a new project, which, in composition, equates to starting a new piece. This paper explores how encounters with six creativity exercises originating from the disciplines of writing, choreography, and visual art can result in new possible approaches to jazz composition. The approaches explored include a Daily Method from author Julia Cameron, an Animal Method from poet Ted Hughes, a Haiku Method from authors Linda Anderson and Derek Neale, an Improvisational Method from choreographer Twyla Tharp, a Habit Method from choreographer Jonathan Burrows, and a Modeling Method from visual artist Austin Kleon. Throughout my research, I tested these six methods in my compositional practice and recorded the musical outcomes. I then shared three methods with musical colleagues to try before collecting their thoughts. In each method, I will recount my writing process using the method, my journal entries, and my overall thoughts. In the animal, haiku, and improvisation methods, I will also compare this to the experience of my colleagues. Each section will conclude with a musical work created from the method and my own evaluation of the resulting composition. The research demonstrates viable conceptual strategies for approaching jazz composition derived from other art disciplines and suggests that creative practice can be both accessible and sustainable over the long term.

The project comprises text, location photos, photos of artworks, and video animations that record the experiences of a natural flood that affected house and studio. The project’s content is a consideration of the consequences of the flood towards an existing project in progress at the time and on existing finished artwork. The finished exposition had two unsuccessful reviews; the first due to insufficiently proposing a workable consideration of failure, the second for insufficient clarity of purpose. As this self-published iteration, screenshots taken from the original iteration as formatted on the RC are overlaid with short summaries of aspects of the project’s content, in terms pertaining to both the staining of the flood water and the often unacknowledged writing, re-writing, and over-writing of whatever is the language basis of one's practice. The screenshots, as simulated text-and-image cameos, have the summaries ranged next to them as legible text. The original submitted project is archived though accessible as a PDF only, along with its supplementary papers and video clips.