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

arXiv:2608.26346 · cs.SD, cs.AI · Submitted 2026-08-26 · Read on arXiv

cs.SD, cs.AI

Submitted: 2026-08-26

Updated: 2026-08-26

Terminology

• AUC — 37× in this paper · explained in 2 episodes
• Accuracy — 14× in this paper · explained in 1 episode
• Transformer — 8× in this paper · explained in 2 episodes
• Robustness — 3× in this paper · explained in 5 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Generalization — 2× in this paper · explained in 13 episodes
• Adversarial Robustness — 1× in this paper · explained in 3 episodes
• Core — 1× in this paper · explained in 2 episodes
• Data Augmentation — 1× in this paper · explained in 7 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Generative Models — 1× in this paper · explained in 2 episodes
• Homogeneity — 1× in this paper · explained in 2 episodes
• International Conference on Learning Representations — 1× in this paper
• International Conference on Machine Learning — 1× in this paper
• Physical Constraints — 1× in this paper · explained in 7 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Transformer Architecture — 1× in this paper · explained in 2 episodes

Sources

• Audio Deepfake Detection: A Survey

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