2025
CAARMA: Class Augmentation with Adversarial Mixup Regularization
EMNLP 2025
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 performing inference must hence naturally generate embeddings that cluster same-class instances compactly, while maintaini