What Makes Songs Sound “Substantially Similar”? A Music-Generative AI Approach

This study examines perceived musical similarity using Suno AI to generate controlled cover versions with systematic changes to pitch, rhythm, harmony, lyrics, and genre. Unlike prior work relying on simplified stimuli, this approach preserves full production fidelity while revealing that lyrics and genre transformation influence listener judgments.