Process Control as an EQ Model in Generative Audio Systems

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Authors: Abdulwahab Alsarraf
Cited by: 0

Abstract

Through iterative control of generative audio parameters, a practical mental model emerged that mirrors the behavior of a three-band equalizer. This article presents a behavioral mapping between key generative controls and perceptual audio domains, offering a stable framework for understanding and stabilizing AI-generated performances.

Fields of Study & Subjects

Music Technology and Sound Studies Music and Audio Processing Sound Studies and Aurality

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
16 February 2026
Language
EN