声纹身份识别与验证技术及其在移动支付中的应用研究

Sijun Shen, Wenxian Zhang, Xinyu Yuan, Zhaoyang Li, Yilin Lan, Zheng Zheng, Weiji Kong, Muyan Sun
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引用次数: 0

摘要

本文研究了一种基于DTW声纹识别算法的身份识别与验证系统。系统硬件采用TC264单片机控制芯片,MCP6022麦克风模块作为传感器。通过AD转换,将输入语音转换成算术矩阵,并使用MEL频率。频谱系数和MFCC算法对不同人的声纹进行频谱分析,上传到数据云中形成声纹数据库,最后通过与手机软件平台的通信完成数据的同步传输,完成对手机上身份的识别和验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on voiceprint identity recognition and verification technology and its application in mobile payment
This paper studies an identity recognition and verification system based on the DTW voiceprint recognition algorithm. The system hardware is composed of a TC264 single-chip control chip, and the MCP6022 microphone module is used as a sensor. Through AD conversion, the input voice is converted into an arithmetic matrix, and the MEL frequency is used. Cepstral coefficient and MFCC algorithm perform spectrum analysis on the voiceprints of different people, upload them to the data cloud to form a voiceprint database, and finally complete the synchronous transmission of the data through communication with the mobile phone software platform, and complete the identification and verification of the identity on the mobile phone.
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