2 papers
cs.SD2026
ArtifactBench: Lineage-Aware Evaluation of AI-Generated Music Detectors under Distribution Shift
Heewon Oh
AI-generated music detectors are commonly compared using aggregate scores on benchmarks whose training overlap, generator lineage, source provenance, and audio-transformation histo…
cs.SD2026
ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics
Heewon Oh
Detecting artificially generated music requires distinguishing synthesis-related traces from musical content and artifacts introduced by audio distribution. We present ArtifactNet,…