Decay-Region Group Delay as a Forensic Cue for AI-Generated Impulsive Sounds

JaeHyeong Chang, Chengzhe Sun, Siwei Lyu

We investigate whether AI-generated impulsive sounds can be distinguished from real ones through group delay analysis. Our central finding is that AI-generated impulsive sounds sho…