Research Catalogue

A visual map of the RC. Hover over a screenshot to see the title and author. If you click you will see a gallery with a screenshot of each of its weaves. There is a form which allows you to filter based on title, author, keywords, abstract and date. For an exposition to appear in this map, it needs to be public (share -> public or published). The map is updated once every 24 hours. There is an alternative map that allows you to browse all research by keyword.

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).

Research Through Art & Design course introduces a variety of approaches, methodologies, issues and concerns in research through practice. In this course, research through practice refers to a broad continuum of artistic research approaches, arts-based, practice-led and -based research approaches, including also constructive design research approaches that are relevant across practices in Aalto University ARTS School of Arts, Design and Architecture. This exposition was created within an Artistic Practice Workshop offered as an additional part of the main course. During this part of the course, the students are familiarised with the Research Catalogue. During the workshop, participants work on their page within a group exposition, drawing connections between the creative and the given or discussed literature from the course and their creative practice.

As artificial intelligence continues to advance, its role in the creation of music has raised profound questions regarding the nature of authorship and the ethical implications of algorithmic composition. Exploration of a fast-evolving relationship between music and AI broadens researches` horizons on the transformation of creative processes and the challenges it presents to traditional creativity. Delving deeper into the ethical considerations surrounding the ownership, originality, and emotional authenticity of machine-created music plays an important role in the understanding of modern music industry and helps to navigate creative development in today’s reality. Ongoing ethical aspects of AI presence in music and creative industry show the importance and actuality of this topic. This paper aims to provoke a deeper understanding of how AI is reshaping musical creativity and to encourage a critical dialogue about the future of art in a digitally driven world.

This thesis presents the outcomes of my artistic research conducted as a master’s student in the Improvisation and World Music Performance program at the Academy of Music and Drama, University of Gothenburg, Sweden. The present study investigates how a musical identity is constructed and reshaped over time, drawing from my background as a Brazilian singer, guitarist, and songwriter, and examining how exchanges with musicians from different fields and exposure to new artistic inputs can influence my creative practice. Central to the research is finding tools to broaden my expressive possibilities within the song format, through the integration of improvisation, diverse ensemble instrumentation, and inventive strategies for communicating artistic intentions and political concerns through music and stage performance. This work also explores possible approaches for overcoming creative blocks and performance-related fears, especially those related to improvisation, seeking to cultivate a state of freedom, openness, fulfillment and joy while playing.