10 citations · 11 across the 2 of their papers we have counts for
3 papers
eess.AS2020★ 10 cited
Speaker Recognition Based on Deep Learning: An Overview
Zhongxin Bai, Xiao-Lei Zhang
Speaker recognition is a task of identifying persons from their voices. Recently, deep learning has dramatically revolutionized speaker recognition. However, there is lack of compr…
cs.LG2019★ 1 cited
Partial AUC optimization based deep speaker embeddings with class-center learning for text-independent speaker verification
Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
Deep embedding based text-independent speaker verification has demonstrated superior performance to traditional methods in many challenging scenarios. Its loss functions can be gen…
eess.AS2019
Speaker Verification By Partial AUC Optimization With Mahalanobis Distance Metric Learning
Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
Receiver operating characteristic (ROC) and detection error tradeoff (DET) curves are two widely used evaluation metrics for speaker verification. They are equivalent since the lat…