华东师范大学学报（自然科学版） ›› 2020, Vol. 2020 ›› Issue (6): 164-171.doi: 10.3969/j.issn.1000-5641.201942001

• 教育信息化 • 上一篇    

基于语音比对的远程面试身份认证

林晓勤1, 毛敏2, 宫玲玲2, 吉理2   

  1. 1. 华东师范大学 国际汉语文化学院, 上海 200062;
    2. 华东师范大学 教育学部, 上海 200062
  • 收稿日期:2019-08-15 发布日期:2020-12-01
  • 通讯作者: 毛 敏, 男, 副教授, 研究方向为教育技术和教育装备. E-mail: mmao@ee.ecnu.edu.cn E-mail:mmao@ee.ecnu.edu.cn
  • 作者简介:林晓勤, 女, 讲师, 研究方向为语音学和对外汉语教学. E-mail: linxiaoqin@hanyu.ecnu.edu.cn
  • 基金资助:
    2019年华东师范大学校级教改项目(40400-19202-511232/193)

Remote interview identity authentication based on audio comparison

LIN Xiaoqin1, MAO Min2, GONG Lingling2, JI Li2   

  1. 1. International College of Chinese Studies, East China Normal University, Shanghai 200062, China;
    2. Faculty of Education Science, East China Normal University, Shanghai 200062, China
  • Received:2019-08-15 Published:2020-12-01

RichHTML

528

PDF

146

摘要： 用简易实时通信软件进行的远程面试有替考漏洞. 为此, 本文提出了一种基于语音对比的简便远程身份认证方案: 接受面试者只需要使用通用的通信软件, 不需要安装特殊的软件或特殊硬件系统, 这对于接受面试者在边远地区或国外尤其便利. 主考官在电脑上安装音轨抓取和录屏截屏软件, 当面试者被录取后, 采集现场无损音视频资料, 将此资料和远程获取的同一面试者的音视频资料进行人工比对, 实现以声纹认证为主的身份认证. 为了验证方案的可行性, 本研究进行了两轮实验, 采集了来自7个不同国家的远程语音数据. 通过一系列软件分析和人工比对, 实验结果表明, 本方案身份认证准确率较高, 为后期的全计算机认证打下了基础.

关键词: 远程面试, 身份认证, 声纹, 语谱图, 语音对比

Abstract: There are vulnerabilities in conducting remote interviews via simple real-time communication software. To this end, this paper proposes a simple and easy remote identity authentication scheme, whereby the recruitee only needs to use general communication software. There is no need to install special software or special hardware systems, which is particularly convenient for recruitees residing in remote areas or international locations. Recruiters need to install audio capture and screen capture software on their computer; once the recruitee is admitted into the interview, the recruiter can achieve identity authentication using audio and video comparison technology. In order to verify the feasibility of this scheme, we carried out two rounds of experiments, collecting remote voice data from seven different countries through a series of software analysis tools as well as manual comparison. The experimental results show that the scheme has a high degree of accuracy for identity authentication, laying the foundation for prospective fully automatic authentication.

Key words: remote interview, identity authentication, voice print, sound spectrogram, voice comparison

中图分类号: