数据采集与处理2017,Vol.32Issue(2):246-257,12.DOI:10.16337/j.1004-9037.2017.02.004
语音测谎技术研究现状与展望
Progress and Outlook of Lie Detection Technique in Speech
摘要
Abstract
The early polygraph technology is easily affected by personal factors and external environment,especially the anti-polygraph technology.Although lie detection technology based on electroencephalogram can directly observe neural activity of the relevant brain regions to reveal the internal rules when lies occur,the required professional equipment is too large and expensive to use handle.Compared with the above technologies,lie detection technology in speech has spatio-temporal span and high concealment,etc.The development situation of current polygraph technology and basic principle are described,the types and characteristics of non-speech and speech related indicators are introduced and analyzed.Then,several public speech databases for lie detection are introduced,and the research progress of lie detection algorithm is highlighted.Finally,the future direction of lie detection technology in speech is summarized from five parts,i.e.,the Chinese corpus,speech feature extraction,anti-polygraph technology,theoretical research and related auxiliary work.关键词
谎言/测谎仪/语音信号处理/特征提取Key words
lie/polygraph/speech signal processing/feature extraction分类
信息技术与安全科学引用本文复制引用
赵力,梁瑞宇,谢跃,庄东哲..语音测谎技术研究现状与展望[J].数据采集与处理,2017,32(2):246-257,12.基金项目
国家自然科学基金(61673108,61375028,61571106)资助项目 (61673108,61375028,61571106)
江苏省“青蓝工程”资助项目 ()
中国博士后科学基金(2016M601696)资助项目 (2016M601696)
江苏省“六大人才高峰”项目(2016-DZXX-23)资助项目 (2016-DZXX-23)
江苏省博士后科研资助计划(1601011B)资助项目 (1601011B)
江苏省自然科学基金(BK20161517)资助项目. (BK20161517)