自动化与信息工程2023，Vol.44Issue(6)：46-51,6.DOI:10.3969/j.issn.1674-2605.2023.06.008
融合语音技术与声纹认证的电力通信设备管理系统
Power Communication Equipment Management System Integrating Voice Technology and Voiceprint Authentication
摘要
Abstract
With the continuous expansion of power grid equipment,the demand for equipment management system applications is also constantly increasing.Aiming at the problem of low efficiency in traditional manual management,a power communication equipment management system integrating voice technology and voiceprint authentication is proposed.Firstly,build a voice corpus and acoustic vocabulary for power communication equipment vocabulary;Then,deep neural network-hidden Markov model(DNN-HMM)is used to recognize voice;Finally,combined with voiceprint authentication technology,the operator's identity is identified.The system has achieved a transition from manual to voice intelligent interactive operations,making the device management system more efficient and secure.关键词
智能电网/设备管理系统/语音交互/声纹认证/语音语料库/声学词表/DNN-HMMKey words
smart grid/equipment management system/voice interaction/voiceprint certification/voice corpus/acoustic vocabulary/DNN-HMM分类
信息技术与安全科学引用本文复制引用
郑旭琪..融合语音技术与声纹认证的电力通信设备管理系统[J].自动化与信息工程,2023,44(6):46-51,6.基金项目
广东电网有限责任公司揭阳供电局职创项目"一种离线式通信资料智能管理软件工具的研发"资助. （）
