A linguistic-invariant spoofing detection method using teacher-student gradient reversal and VIB achieves up to 36.2% relative EER reduction across nine DF Arena datasets.
Dfadd: The diffusion and flow- matching based audio deepfake dataset,
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Linguistic Bias Mitigation for Spoofing Detection via Gradient Reversal and A Variational Information Bottleneck
A linguistic-invariant spoofing detection method using teacher-student gradient reversal and VIB achieves up to 36.2% relative EER reduction across nine DF Arena datasets.