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

arXiv 2509.05145 ↗First posted 5 Sep 2025cs.HC cs.AI cs.SDcited by 1

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Abstract (arXiv)

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.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 1 of its 25 references that are in the map. First posted on arXiv 5 Sep 2025.

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1 of 25 references.

References · 1

  1. 2019Learning to Groove with Inverse Sequence Transformationscited by 34

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Citing papers per year: 2026: 1.

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