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cs.SD2026
Time-Frequency Consistency Learning for Robust Speech Deepfake Detection
Jun Xue, Zhuolin Yi, Yanzhen Ren +6
Recently, speech deepfake detection (SDD) has achieved significant progress. However, its robustness evaluation remains largely confined to controlled additive noise scenarios, lac…
cs.SD2025
AudioRWKV: Efficient and Stable Bidirectional RWKV for Audio Pattern Recognition
Jing Wang, Maoxiang Wu, Jiayu Xiong +2
Recently, Transformers (e.g., Audio Spectrogram Transformers, AST) and state-space models (e.g., Audio Mamba, AuM) have achieved remarkable progress in audio modeling. However, the…