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New system modulates audio effects using emotion and biosignals

Researchers have developed a system called witheFlow to enhance real-time music performances by modulating audio effects based on biosignals and audio features. This open-source, proof-of-concept system is designed to run locally on a laptop, aiming to bridge the gap between human emotional expression in music and machine capabilities. The goal is to facilitate human-machine collaboration in musical artistry. AI

IMPACT Introduces a novel approach for real-time audio effect modulation driven by emotional and biosignal data, potentially impacting music production and performance tools.

RANK_REASON The cluster contains an academic paper detailing a new system. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New system modulates audio effects using emotion and biosignals

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The cluster contains an academic paper detailing a new system. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Edmund Dervakos, Spyridon Kantarelis, Vassilis Lyberatos, Jason Liartis, Giorgos Stamou ·

    Go witheFlow: Real-time Emotion Driven Audio Effects Modulation

    arXiv:2510.02171v3 Announce Type: replace-cross Abstract: Music performance is a distinctly human activity, intrinsically linked to the performer's ability to convey, evoke, or express emotion. Machines cannot perform music in the human sense; they can produce, reproduce, execute…