Author

Khalid Zaman

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Open access 2026

Cross-Domain Generalization From Synthesized to Human-Imitated Speech Detection

The increasing prevalence of spoofing attacks in automatic speaker verification systems underscores the critical need for robust detection methods to ensure security and reliability. Although current spoof speech datasets primarily focus on synthesized speech and voice conversion attacks, human-imitated speech remains...

Khalid Zaman, Kai Li, Anuwat Chaiwongyen et al. · IEEE Access · 0 citations

#artificial intelligence Preprint Sep 2026

CRAF: Cross-View Residual-Aware Fusion for Deepfake Speech Detection

CRAF, a cross-view residual-aware fusion framework that uses ALLM-guided cross-view attention to enrich SSL representations and adopts ALLM as a high-level reference to separate ALLM-explainable information from complementary SSL residual information, demonstrates robustness to unseen spoofing attacks.

M. Phan, Khalid Zaman, C. Mawalim et al. · 0 citations