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ai-generated music detection 1cross-correlation filter 1log-frequency representation 1robustness to audio manipulation 1speed-change estimation 1

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cs.SD2026

Improved Robustness in AI-Generated Music Detection

Emile Dugelay, Thomas Barand, Baptiste Campeas +3

The paper introduces a detection pipeline for AI-generated music that remains robust to simple audio manipulations such as speed or pitch changes by mapping audio to a log-frequenc…