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Probing Token Spaces under Generator Shift in AI-Generated Music Detection

arXiv:2606.08663v1 Announce Type: new Abstract: AI-generated music detectors can appear robust on standard benchmark splits, yet their deployments require transfer to generator sources absent during training. We study this problem with source-restricted evaluation on \textsc{MoM-open}, an open reconstruction of MoM-CLAM that replaces the non-redistributable real corpus with FMA and MTG-Jamendo while preserving the fake-generator protocol. To isolate the role of representation, we introduce...

arXiv CS 1d ago