3 papers
cs.CV2026
VerLM: Explaining Face Verification Using Natural Language
Syed Abdul Hannan, Hazim Bukhari, Thomas Cantalapiedra +4
Face verification systems have seen substantial advancements; however, they often lack transparency in their decision-making processes. In this paper, we introduce an innovative Vi…
cs.CL2025
CoLMbo: Speaker Language Model for Descriptive Profiling
Massa Baali, Shuo Han, Syed Abdul Hannan +5
Speaker recognition systems are often limited to classification tasks and struggle to generate detailed speaker characteristics or provide context-rich descriptions. These models p…
cs.SD2025
CAARMA: Class Augmentation with Adversarial Mixup Regularization
Massa Baali, Xiang Li, Hao Chen +3
Speaker verification is a typical zero-shot learning task, where inference of unseen classes is performed by comparing embeddings of test instances to known examples. The models pe…