Task-Aware Joint Pruning and Distillation for Efficient Audio Deepfake Detection
Advances in speech synthesis have made deepfake speeches increasingly convincing, posing growing threats to security. While self-supervised learning (SSL) based detectors achieve state-of-the-art performance, their computational demands (typically 300M+ parameters) prevent deployment on resource-constrained devices. Ex...
Miao He, Peng Cheng, Zhong-Jie Ba et al.
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