Embodied Exploration of Latent Spaces and Explainable AI

October 18, 2024 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Elizabeth Wilson, Mika Satomi, Alex McLean, Deva Schubert, Juan Felipe Amaya Gonzalez arXiv ID 2410.14590 Category cs.SD: Sound Cross-listed cs.CY, cs.HC, eess.AS Citations 1 Venue arXiv.org Last Checked 4 months ago
Abstract
In this paper, we explore how performers' embodied interactions with a Neural Audio Synthesis model allow the exploration of the latent space of such a model, mediated through movements sensed by e-textiles. We provide background and context for the performance, highlighting the potential of embodied practices to contribute to developing explainable AI systems. By integrating various artistic domains with explainable AI principles, our interdisciplinary exploration contributes to the discourse on art, embodiment, and AI, offering insights into intuitive approaches found through bodily expression.
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