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cs.SD2025
Noise-Conditioned Mixture-of-Experts Framework for Robust Speaker Verification
Bin Gu, Haitao Zhao, Jibo Wei
Robust speaker verification under noisy conditions remains an open challenge. Conventional deep learning methods learn a robust unified speaker representation space against diverse…
cs.SD2025
A Stage-Wise Learning Strategy with Fixed Anchors for Robust Speaker Verification
Bin Gu, Lipeng Dai, Huipeng Du +2
Learning robust speaker representations under noisy conditions presents significant challenges, which requires careful handling of both discriminative and noise-invariant propertie…