论文标题
建立一个SRE挑战系统:Voxsrc 2022和CNSRC 2022的课程
Build a SRE Challenge System: Lessons from VoxSRC 2022 and CNSRC 2022
论文作者
论文摘要
许多发言人的认可挑战已被构成野外评估说话者验证系统的挑战并探究性能限制。基于Voxceleb的Voxceleb扬声器识别挑战(VOXSRC)是最受欢迎的。此外,今年还举办了另一个称为CN-CELEB演讲者认可挑战(CNSRC)的挑战,该挑战基于中国名人多生类数据集CN-CELEB。今年,我们的团队参与了CNSRC 2022和VoxSRC 2022的Speaker Verification封闭式曲目,并分别获得了第一名和第三名。在大多数系统报告中,作者通常只提供对系统的描述,但缺乏对方法的有效分析。在本文中,我们将概述如何建立强大的扬声器验证挑战系统,并与其他一些流行的技术手段进行详细分析。
Many speaker recognition challenges have been held to assess the speaker verification system in the wild and probe the performance limit. Voxceleb Speaker Recognition Challenge (VoxSRC), based on the voxceleb, is the most popular. Besides, another challenge called CN-Celeb Speaker Recognition Challenge (CNSRC) is also held this year, which is based on the Chinese celebrity multi-genre dataset CN-Celeb. This year, our team participated in both speaker verification closed tracks in CNSRC 2022 and VoxSRC 2022, and achieved the 1st place and 3rd place respectively. In most system reports, the authors usually only provide a description of their systems but lack an effective analysis of their methods. In this paper, we will outline how to build a strong speaker verification challenge system and give a detailed analysis of each method compared with some other popular technical means.