Victoria Mingote

Class token and knowledge distillation for multi-head self-attention speaker verification systems

2022 · Digital Signal Processing

This paper explores three novel approaches to improve the performance of speaker verification (SV) systems based on deep neural networks (DNN) using Multi-head Self-Attention (MSA) mechanisms and memory layers. Firstly, we propose the use of …