3 papers
cs.SD2026
Hyperbolic Additive Margin Softmax with Hierarchical Information for Speaker Verification
Zhihua Fang, Liang He
Speaker embedding learning based on Euclidean space has achieved significant progress, but it is still insufficient in modeling hierarchical information within speaker features. Hy…
cs.SD2025
XM-ALIGN: Unified Cross-Modal Embedding Alignment for Face-Voice Association
Zhihua Fang, Shumei Tao, Junxu Wang +1
This paper introduces our solution, XM-ALIGN (Unified Cross-Modal Embedding Alignment Framework), proposed for the FAME challenge at ICASSP 2026. Our framework combines explicit an…
cs.SD2025
Noise Supervised Contrastive Learning and Feature-Perturbed for Anomalous Sound Detection
Shun Huang, Zhihua Fang, Liang He
Unsupervised anomalous sound detection aims to detect unknown anomalous sounds by training a model using only normal audio data. Despite advancements in self-supervised methods, th…