Exploring Situated Stabilities of a Rhythm Generation System through Variational Cross-Examination

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Authors BΕ‚aΕΌej Kotowski, Nicholas Evans, Behzad Haki, Frederic Font, Sergi JordΓ  arXiv ID 2509.05145 Category cs.HC: Human-Computer Interaction Cross-listed cs.AI, cs.SD, eess.AS Citations 0 Venue AIMC Last Checked 5 months ago
Abstract
This paper investigates GrooveTransformer, a real-time rhythm generation system, through the postphenomenological framework of Variational Cross-Examination (VCE). By reflecting on its deployment across three distinct artistic contexts, we identify three stabilities: an autonomous drum accompaniment generator, a rhythmic control voltage sequencer in Eurorack format, and a rhythm driver for a harmonic accompaniment system. The versatility of its applications was not an explicit goal from the outset of the project. Thus, we ask: how did this multistability emerge? Through VCE, we identify three key contributors to its emergence: the affordances of system invariants, the interdisciplinary collaboration, and the situated nature of its development. We conclude by reflecting on the viability of VCE as a descriptive and analytical method for Digital Musical Instrument (DMI) design, emphasizing its value in uncovering how technologies mediate, co-shape, and are co-shaped by users and contexts.
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