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

Just as variety and change are the core principles of nature itself, they seem to be essential for music, too. This research examines doubles in the repertoire for flute between 1700–1750 as a specific type of variation. Originating as a vocal tradition of embellishing the second verses of airs de cour, the tradition continued in instrumental music by creating doubles mostly for songs and dance forms, such as Menuet, Gavotte or Sarabande and remained popular until it gradually evolved into the variation form in the second half of the 18th century. The role of the flute in this repertoire is unique thanks to the vogue of the airs the cour among flautists and composers for flute. The presented exposition traces the development of doubles in the flute repertoire of the first half of the 18th century. Highlighting the variety of unique compositional styles, the research distinguishes between three typological categories of doubles: diminutive, ornamental, and those presented in sets of variations, typical of a Galant sonata. The examination and analysis of a representative number of doubles led me to extract elements and patterns, typical for each category, and, in turn, this thorough study of the doubles allowed me to play them with a better understanding. Finally, the synthesis of both the theoretical and empirical approaches provided enough information and inspiration to compose doubles for other musical pieces from the same period. These newly composed doubles are included in the collection titled L’Art de doubler, attached to the exposition.

This research explores the synergy between auditory and visual sensory impressions, investigating how music and visual arts can merge, interact, and resonate reciprocally to create a unique cross-modal performance. Central to this research is the collaboration with the visual artist Damiano Colombi. The focus is placed on two distinct types of interaction: large canvases enriching the visual space on stage, around which the musician moves, and digital projections created with TouchDesigner, a software that generates real-time visuals reacting to the music. These contrasting approaches shape an immersive experience, transforming sound into moving images and creating a dynamic interplay between structured visual elements and fluid digital projections. A central challenge of this research is to create a balanced interaction between the auditory and visual components, so that each artistic discipline complements and enhances the other, allowing a continuous dialogue between sound and image. Throughout the creative process, these ideas evolved organically, guided by continuous experimentation and reflection. By documenting the sensations, insights, and evolving artistic choices, this research not only explores the theoretical and technical intersections between music and visual arts but also highlights the deeply personal and intuitive nature of interdisciplinary collaboration. Ultimately, this research provides a framework for crafting audiovisual performances that foster a compelling and harmonious fusion of music and visual arts.

This research examines Giovanni Battista Bovicelli’s Regole, passaggi di musica (Venice, 1594), a Renaissance treatise on (vocal) ornamentation. By analyzing Bovicelli’s diminutions, this research aims to identify his characteristic stylistic elements as a composer and singer. Beyond defining these elements, the findings provide a solid foundation for comparing his style with that of Giovanni Bassano, previously studied, and for applying Bovicelli’s techniques in newly written diminutions. More broadly, this study contributes to a deeper understanding of late 16th-century Italian diminution practice. Bovicelli’s treatise offers information for singers about text placement, presents examples of diminutions for various intervals, cadences, and melodic contexts, and includes his own diminuted lines of well-known pieces of the time. This research focuses specifically on the examples of diminutions, analyzing them according to seven musical criteria: note values, range, intervals, melodic sequences, rhythmic patterns and/or sequences, standard figures such as trills and turns, and ficta application. Additionally, in cadences and melodic contexts, the extent to which the original melody is preserved is assessed. The results of this analysis are presented in tables and graphs for a clear overview. Additionally, the research includes a comparative analysis of Bovicelli’s and Bassano’s diminution styles, clarifying both their individual characteristics and, very carefully, broader trends in 16th-century Italian diminution practice. Furthermore, newly composed diminutions in Bovicelli’s style demonstrate the practical application of the findings. These diminutions are written on the well-known Anchor che col partire by Cipriano de Rore (1516-1565).