Zehua Zhou

Self-Supervised Speaker Verification with Adaptive Threshold and Hierarchical Training

In self-supervised speaker verification, the quality of generated pseudo labels becomes a bottleneck for the performance. This work introduces a dynamic threshold within the iterative DIstillation with NO labels (DINO) framework. We employ a Gaussian Mixture Model (GMM) to model the loss distributio…