Papers
1–3 of 3Research Paper·Mar 11, 2026
Speaker Verification with Speech-Aware LLMs: Evaluation and Augmentation
Speech-aware large language models (LLMs) can accept speech inputs, yet their training objectives largely emphasize linguistic content or specific fields such as emotions or the speaker's gender, leav...
7.0 viability
Research Paper·Mar 5, 2026
Koopman Regularized Deep Speech Disentanglement for Speaker Verification
Human speech contains both linguistic content and speaker dependent characteristics making speaker verification a key technology in identity critical applications. Modern deep learning speaker verific...
7.0 viability
Research Paper·Jan 27, 2026
Hyperbolic Additive Margin Softmax with Hierarchical Information for Speaker Verification
Speaker embedding learning based on Euclidean space has achieved significant progress, but it is still insufficient in modeling hierarchical information within speaker features. Hyperbolic space, with...
6.0 viability