An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures

Santiago Rubio, Pilar Bello, Dayana Ribas +3

While deepfake audio detection systems achieve high performance in controlled benchmarks, their reliability often diminishes in the wild. Prior work shows that dataset-specific art…