audio forensics 1conformer encoder 1data augmentation 1robust generalization 1speech deepfake detection 1
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cs.SD2026
Teffic-Audio: Tell Fact from Fiction
Wan Lin, Li Wang, Jindong Wang +2
The paper presents Teffic-Audio, a speech deepfake detection system that uses a Conformer-based encoder with attentive pooling and a training recipe focused on multi-source data an…
cs.SD2026
VoxSafeBench: Not Just What Is Said, but Who, How, and Where
Yuxiang Wang, Hongyu Liu, Yijiang Xu +9
As speech language models (SLMs) transition from personal devices into shared, multi-user environments, their responses must account for far more than the words alone. Who is speak…
cs.SD2025
Neural Scoring: A Refreshed End-to-End Approach for Speaker Recognition in Complex Conditions
Wan Lin, Junhui Chen, Tianhao Wang +3
Modern speaker verification systems primarily rely on speaker embeddings, followed by verification based on cosine similarity between the embedding vectors of the enrollment and te…