Abstract: Domain shift poses a significant challenge in speaker verification, especially in open-set scenarios where the speaker categories are disjoint between the source and target domains. To ...

Abstract: Closed set domain adaptation (CSDA) assumes identical class sets between source and target domains and is an important solution for reducing domain bias. Compared with CSDA, open set domain ...