Improving Noise Robustness of Synthetic Speech Detection through Dual-Branch Knowledge Distillation

A dual-branch knowledge distillation method is proposed to improve the noise robustness of synthetic speech detection, utilizing interactive fusion and response-based teacher-student paradigms.