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cs.SD2026
On Evaluating Quantum Kernel Robustness for Low-Resource Cross-Corpus Audio Deepfake Detection
Lisan Al Amin, Lei Zhang, Vandana P. Janeja
Synthetic speech detection is critical for audio security, but performance can degrade when labeled data are scarce and evaluation conditions differ from training. This study exami…
cs.SD2025
Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs
Lisan Al Amin, Vandana P. Janeja
Detecting synthetic speech is challenging when labeled data are scarce and recording conditions vary. Existing end-to-end deep models often overfit or fail to generalize, and while…