Robust speech perception hashing authentication algorithm based on spectral subtraction and multi-feature tensor

doi:10.6633/IJNS.201803.20(2).02

IR > 计算机与通信学院

	Robust speech perception hashing authentication algorithm based on spectral subtraction and multi-feature tensor
	Huang, Yi-Bo 1; Zhang, Qiu-Yu2 ; Hu, Wen-Jin 2
	2018-03-01
发表期刊	International Journal of Network Security
ISSN	1816353X
卷号	20 期号:2 页码:206-216
摘要	In order to make the speech perception hashing authentication algorithm has strong robustness and discrimination to content preserving operations and speech communication under the common background noise, a new robust speech perceptual hashing authentication algorithm based on spectral subtraction and multi-feature tensor was proposed. The proposed algorithm uses spectral subtraction method to denoise the speech which processed by applying pre-processing. Then, the algorithm acquires each speech component wavelet packet decomposition, MFCC and LPCC feature of each speech component are extracted to constitute the speech feature tensor. The feature tensor is decomposed tensor decomposition to reduce the complexity. Finally, speech authentication is done by generating the hashing values which use mid-value. Experimental results show that the proposed algorithm can denoise the speech effectively, and have good robustness and discrimination to content preserving operations, as well as able to resist the attack of the background noise, which is commonly heard during the communication.
关键词	Authentication Speech Tensors Wavelet decomposition Background noise Multi features Perceptual hashing Robust Spectral subtractions
DOI	10.6633/IJNS.201803.20(2).02
收录类别	EI
语种	英语
出版者	Femto Technique Co., Ltd.
EI入藏号	20180404673284
EI主题词	Speech communication
EI分类号	723 Computer Software, Data Handling and Applications - 751.5 Speech - 921.1 Algebra - 921.3 Mathematical Transformations
来源库	Compendex
分类代码	723 Computer Software, Data Handling and Applications - 751.5 Speech - 921.1 Algebra - 921.3 Mathematical Transformations
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/114436
专题	计算机与通信学院
作者单位	1.College of Physics and Electronic Engineering, Northwest Normal University, No.967, An-Ning East Road, Lanzhou; 730070, China; 2.School of Computer and Communication, Lanzhou University of Technology, No.287, Lan-Gong-Ping Road, Lanzhou; 730050, China
推荐引用方式 GB/T 7714	Huang, Yi-Bo,Zhang, Qiu-Yu,Hu, Wen-Jin. Robust speech perception hashing authentication algorithm based on spectral subtraction and multi-feature tensor[J]. International Journal of Network Security,2018,20(2):206-216.
APA	Huang, Yi-Bo,Zhang, Qiu-Yu,&Hu, Wen-Jin.(2018).Robust speech perception hashing authentication algorithm based on spectral subtraction and multi-feature tensor.International Journal of Network Security,20(2),206-216.
MLA	Huang, Yi-Bo,et al."Robust speech perception hashing authentication algorithm based on spectral subtraction and multi-feature tensor".International Journal of Network Security 20.2(2018):206-216.