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A high-performance speech perceptual hashing authentication algorithm based on discrete wavelet transform and measurement matrix | |
Zhang, Qiu-yu1; Qiao, Si-bin1; Huang, Yi-bo2; Zhang, Tao1 | |
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 | |
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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