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cs.SD2023★ 1 cited
DS-TDNN: Dual-stream Time-delay Neural Network with Global-aware Filter for Speaker Verification
Yangfu Li, Jiapan Gan, Xiaodan Lin
Conventional time-delay neural networks (TDNNs) struggle to handle long-range context, their ability to represent speaker information is therefore limited in long utterances. Exist…
cs.SD2022
PSVRF: Learning to restore Pitch-Shifted Voice without reference
Yangfu Li, Xiaodan Lin, Jiaxin Yang
Pitch scaling algorithms have a significant impact on the security of Automatic Speaker Verification (ASV) systems. Although numerous anti-spoofing algorithms have been proposed to…