Suno Controls: Weirdness, Style Influence, and Audio Influence

This publication presents a behavioral explanation of how Weirdness, Style Influence, and Audio Influence interact in generative audio systems such as Suno. Rather than treating these controls as isolated parameters, the work frames them as interconnected behavioral dimensions whose balance determines audio stability, clarity, and expressive coherence. The paper explains common generative audio issues through imbalance between freedom, constraint, and memory, and offers a conceptual framework for understanding and stabilizing AI-generated sound.