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Multi-format speech BioHashing based on spectrogram | |
Huang, Yi-bo1; Wang, Yong1; Zhang, Qiu-yu2; Zhang, Wei-zhao1; Fan, Man-hong1 | |
2020-09 | |
发表期刊 | Multimedia Tools and Applications |
ISSN | 13807501 |
卷号 | 79期号:33-34页码:24889-24909 |
摘要 | In order to solve the security problem of speech perception hash authentication, the application scope of speech authentication algorithm, and improve the robustness, discrimination and real-time authentication in the process of authentication, a multi-format speech BioHashing algorithm based on spectrogram is proposed. Firstly, the speech signal to be processed is converted into spectrogram and feature extraction is carried out by two-dimensional discrete cosine transform. Then, the dimensionality of the eigenvector is reduced by non-negative matrix factorization, and generation of BioHashing sequences by inner product of reduced dimension eigenvectors and orthogonal normalized random matrices. Finally, the BioHashing is encrypted by equal-length scrambling using Henon chaotic map. The algorithm also validates the unidirectionality of BioHashing with trapdoor by comparative difference method. The experimental results show that the proposed algorithm has the characteristics of good security, strong robustness, high real-time performance and wide application range. © 2020, Springer Science+Business Media, LLC, part of Springer Nature. |
关键词 | Authentication Chaotic systems Discrete cosine transforms Eigenvalues and eigenfunctions Factorization Spectrographs Authentication algorithm Nonnegative matrix factorization Real time performance Security problems Speech perception Strong robustness Two dimensional discrete cosine transform Unidirectionality |
DOI | 10.1007/s11042-020-09211-y |
收录类别 | SCI ; SCIE |
语种 | 英语 |
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:000543615200003 |
出版者 | Springer |
EI入藏号 | 20202808917491 |
EI主题词 | Speech |
EI分类号 | 723 Computer Software, Data Handling and Applications - 741.3 Optical Devices and Systems - 751.5 Speech - 921 Mathematics - 921.3 Mathematical Transformations - 961 Systems Science |
来源库 | Compendex |
分类代码 | 723 Computer Software, Data Handling and Applications - 741.3 Optical Devices and Systems - 751.5 Speech - 921 Mathematics - 921.3 Mathematical Transformations - 961 Systems Science |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/115488 |
专题 | 计算机与通信学院 |
通讯作者 | Huang, Yi-bo |
作者单位 | 1.Northwest Normal Univ, Coll Phys & Elect Engn, Lanzhou 730070, Peoples R China; 2.Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China |
推荐引用方式 GB/T 7714 | Huang, Yi-bo,Wang, Yong,Zhang, Qiu-yu,et al. Multi-format speech BioHashing based on spectrogram[J]. Multimedia Tools and Applications,2020,79(33-34):24889-24909. |
APA | Huang, Yi-bo,Wang, Yong,Zhang, Qiu-yu,Zhang, Wei-zhao,&Fan, Man-hong.(2020).Multi-format speech BioHashing based on spectrogram.Multimedia Tools and Applications,79(33-34),24889-24909. |
MLA | Huang, Yi-bo,et al."Multi-format speech BioHashing based on spectrogram".Multimedia Tools and Applications 79.33-34(2020):24889-24909. |
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