A high-performance speech perceptual hashing authentication algorithm based on discrete wavelet transform and measurement matrix

doi:10.1007/s11042-018-5613-5

IR > 计算机与通信学院

	A high-performance speech perceptual hashing authentication algorithm based on discrete wavelet transform and measurement matrix
	Zhang, Qiu-yu1 ; Qiao, Si-bin 1; Huang, Yi-bo 2; Zhang, Tao 1
	2018-08
发表期刊	MULTIMEDIA TOOLS AND APPLICATIONS
ISSN	1380-7501
卷号	77 期号:16 页码:21653-21669
摘要	Aiming at the problems of existing speech authentication algorithms, such as poor robustness and discrimination, security vulnerability, low efficiency, poor ability of tamper detection and localization, a high-performance speech perceptual hashing authentication algorithm based on Discrete Wavelet Transform (DWT) and measurement matrix is proposed in this paper. Firstly, the speech signal is conducted with DWT by applying preprocessing, and the low-frequency wavelet coefficients are regarded as the perceptual feature value. Then the measurement matrix controlled by chaos map is applied to reduce the dimension of feature value. Finally, the feature value is used to generate the perceptual hash sequence by the process of hashing structure. The measurement matrix is designed as the secret key to enhance the security of the proposed algorithm. The experimental results demonstrates the proposed algorithm has high efficiency in perceptual robustness, discrimination, time consumption and security, as well as having a high accuracy of tampering detection and localization.
关键词	Speech authentication Perceptual hashing Discrete wavelet transform (DWT) Measurement matrix Tampering detection
DOI	10.1007/s11042-018-5613-5
收录类别	SCI ; SCIE
语种	英语
资助项目	Open Research Fund of National Mobile Communications Research Laboratory, Southeast University[2014D13]
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号	WOS:000441233300058
出版者	SPRINGER
EI入藏号	20180604756714
EI主题词	Signal reconstruction
EI分类号	716.1 Information Theory and Signal Processing - 723 Computer Software, Data Handling and Applications - 751.5 Speech - 913.1 Production Engineering - 921.3 Mathematical Transformations
引用统计	被引频次：13[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/32527
专题	计算机与通信学院
通讯作者	Zhang, Qiu-yu
作者单位	1.Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Gansu, Peoples R China; 2.Northwest Normal Univ, Coll Phys & Elect Engn, Lanzhou 730070, Gansu, Peoples R China
第一作者单位	兰州理工大学
通讯作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Zhang, Qiu-yu,Qiao, Si-bin,Huang, Yi-bo,et al. A high-performance speech perceptual hashing authentication algorithm based on discrete wavelet transform and measurement matrix[J]. MULTIMEDIA TOOLS AND APPLICATIONS,2018,77(16):21653-21669.
APA	Zhang, Qiu-yu,Qiao, Si-bin,Huang, Yi-bo,&Zhang, Tao.(2018).A high-performance speech perceptual hashing authentication algorithm based on discrete wavelet transform and measurement matrix.MULTIMEDIA TOOLS AND APPLICATIONS,77(16),21653-21669.
MLA	Zhang, Qiu-yu,et al."A high-performance speech perceptual hashing authentication algorithm based on discrete wavelet transform and measurement matrix".MULTIMEDIA TOOLS AND APPLICATIONS 77.16(2018):21653-21669.

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