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.

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.

50 A3 drawings black and coloured markers, including: 3 A3 collages on paper with newspaper cutouts and printed photos. 12 A4 drawings on paper with coloured markers, glued on A3 paper + 1 A3 with black ballpoint pen and markers, glued on A3 paper. 13 A3 drawings on paper with black marker, and red, pale blue, gold, pink and orange markers +1 A3 two-sided. 17 A3 drawings on paper with coloured markers. 1 drawing on sketchbook cover with red nail polish. 1 text drawing on sketchbook cover inside. 1 drawing on sketchbook cover back inside with black, orange and gold markers. 22 A4 drawings with ballpoint pen. 58 pocket sketchbook black marker and ballpoint pen drawings. Some of the above is preparatory work for 4 large prints and 13 paintings. The 12 A4 glued on A3 are preparatory work for a collage on panel. I made the art between 2023-2024, from the perspective of the observer. Most of the research material came out of crime and fraud reports. I started writing the blog afterwards, since the summer of 2024. I adopted the visual vocabulary of the graphic novel, which I partly studied and read a lot about, looking at different graphic artists' work, when I was attending classes at the University of Malmo, Sweden, in 2012, to familiarise myself with elements of game design. Much of this work is, amongst other, about children. I wanted to emphasise that, by intentionally applying stylistic elements from children's drawings, in a naive and loose architectural composition, using heavily the black marker and stick figures. Adopting this visual approach, I also wanted to evoke a comically sharp twist, as satirical comment, in the British tradition of political satire, to the otherwise dark subject matter. Finally, the artistic style refers to the populist character of actors, mainly far right of the XRW, but also others. The text is written like a trip-hop song. I use heavily popular culture signifiers, names of fictional characters from film, television, music and painting, as reference to actual individuals. Parts of the analysis is inspired by Saul Kripke's interpretation of Wittgenstein's example of mathematical calculation. I used plenty of popular and less popular literary and philosophical references, for the visual art and in the writing. Saul Aaron Kripke was the inventor of the possible worlds philosophical hypothesis, which was seminal for philosophers working in the area of contemporary analytic metaphysics, including the theory of counterparts and the theory of names. He died in 2022. Lauren Berlant was a cultural theorist and gender studies scholar. She died in 2021. The exposition is underpinned by an underlying Marxist interpretation that, in my view, is relevant not just to economists and political philosophers, but also to people working in different sectors of our modern economies of advanced capitalism, such as banking and cybersecurity. In the style of art, I was inspired by Jean-Michel Basquiat's drawings and paintings, which are laden with input from popular media sources, like jazz music and television, recorded in an automatic and naive drawing manner, turned into abstracted paintings. For Nikos ('Rama', 'Mr X'), Filip ('Philip'), and Brandon - August, September, and October 2024. For "Daddy G" and 'Eric' ("Her Man") - December 2024, January 2025. Who are not politicians, but are doing something political, so they must take care. See also exposition "The Loot", under 'Art and Activism Exposed as Research Blog'.

How can groove influence ballet language to bring forth movement signature and support new meaning? I aim to uncover how groove can bridge classical form and movement signature by developing a method based on groove, revisiting ballet terminology, and allowing the performers to find their movement signature. Resilience has emerged as an accompanying concept that provides a base when generating movement. I research, create, and perform work that is anchored in Western Contemporary Dance. In my practice, I search for connections between the dancers, the concept, the music, the rehearsal process, and the performance. Questions I ask myself are: What are threads that help all involved connect to the work meaningfully? And how do we all come out of the creation with a sense of authorship? I often invite personal memories of the dancers into the work to make it more relatable, finding that commonalities emerge to connect us. The themes I base my concepts around are identity, finding a place of belonging, home, and womanhood. I have chosen to approach this research with varying lenses: my personal experience both in life and in the studio, through poetic writing, relating to thinkers and choreographers, and through the creation of Lost Threads. There is an analytical approach through depicting what in groove can serve ballet. I have based my research on music theory and transferred knowledge to an embodied practice around groove. I have analyzed the biomechanics of ballet movements, precisely 8, adding how language can contribute to another level of experiencing movement. I define resilience as the process of finding one's centre, and how the process toward equilibrium can be used to generate drive and inspiration, relating this process to choreographic scores and improvisation. The counter side of this research is the poetic approach I have taken through writing and sketching. This world offers further possibilities to uncover more knowledge on the connection of ballet and groove, performers and movement signature, resilience and improvisation. I’ve come back to my roots of ballet and gone deeper into the ground, emerging with an innovative practice through groove. Daring to search for innovative ways of bending classical form. Fontys Academy of the Arts, Codarts, Master Choreography COMMA, Master Arts, Cohort 4: 2023-2025

Thesis of the Royal Academy of Art, The Hague, 2024 BA Photography My research paper, Do Androids remember they once dreamed of Electric Sheep? investigates the interplay between artificial intelligence and human cognition, focusing on the theme of "dreams" as a metaphorical and literal framework for understanding large language models (LLMs). Starting with a personal reflection on the nature of knowledge, the research probes the philosophical question of what can truly be known, using the enigmatic functionality of LLMs like ChatGPT as a focal point. It challenges traditional views by comparing the often-unpredictable outputs of LLMs to the elusive and revealing nature of dreams.

Home page of the Journal of Sonic Studies