Distinguishing AI-Generated Music from Edited Audio as a Hard-Negative Robustness Task

Alexandru-Stefan Morosanu, Valerian Cecan, Stefan-Daniel Achirei +1

AI-generated music detectors are commonly evaluated against original songs, but real-world uploads are often remixed, re-encoded, pitch-shifted, or otherwise edited. These edited v…