Comprehensive Review of Audio Anti-Spoofing Detection Techniques: Architectures, Optimization, and Emerging Trends

This survey provides a comprehensive review of the latest advancements in audio anti-spoofing detection, covering algorithm architectures, optimization techniques, evaluation metrics, available datasets, and emerging research topics. It aims to establish strong baselines and guide future researchers on enhancing audio anti-spoofing mechanisms.