Intelligent Voice-based Authentication System

S. Panda
{"title":"Intelligent Voice-based Authentication System","authors":"S. Panda","doi":"10.1109/I-SMAC47947.2019.9032671","DOIUrl":null,"url":null,"abstract":"This paper presents an intelligible voice based authentication system for IoT devices. As voice changes over time due to different characteristics and other environmental effects, limited features based training approaches may not provide the desire level of performance. The accuracy of the system is also dependent on several other factors like- the control over recording equipment, recording conditions, cooperation from speaker, etc. Therefore, this work analyzes the voice variation of the speech over varied conditions to address the long term speaker variability to enhance the performance of the voice based authentication system. The integration of IoT technology with voice based communication technology may help users to make their systems work based on voice commands instead of typed commands. A number of tests were also conducted to show the effectiveness of the presented model under varied conditions.","PeriodicalId":275791,"journal":{"name":"2019 Third International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 Third International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/I-SMAC47947.2019.9032671","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

This paper presents an intelligible voice based authentication system for IoT devices. As voice changes over time due to different characteristics and other environmental effects, limited features based training approaches may not provide the desire level of performance. The accuracy of the system is also dependent on several other factors like- the control over recording equipment, recording conditions, cooperation from speaker, etc. Therefore, this work analyzes the voice variation of the speech over varied conditions to address the long term speaker variability to enhance the performance of the voice based authentication system. The integration of IoT technology with voice based communication technology may help users to make their systems work based on voice commands instead of typed commands. A number of tests were also conducted to show the effectiveness of the presented model under varied conditions.
基于语音的智能认证系统
本文提出了一种可理解的基于语音的物联网设备认证系统。由于不同的特征和其他环境影响,声音会随着时间的推移而变化,基于有限特征的训练方法可能无法提供期望的表现水平。系统的准确性还取决于其他几个因素,如对录音设备的控制、录音条件、扬声器的配合等。因此,本文分析了语音在不同条件下的语音变化,以解决说话人的长期变化,从而提高基于语音的认证系统的性能。物联网技术与基于语音的通信技术的集成可以帮助用户使他们的系统基于语音命令而不是键入命令工作。还进行了一些测试,以显示所提出的模型在不同条件下的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信