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

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

	Robust speech perception hashing authentication algorithm based on spectral subtraction and multi-feature tensor
	Huang, Yi-Bo 1; Zhang, Qiu-Yu 2; Hu, Wen-Jin 2
刊名	International Journal of Network Security
	2018-03-01
卷号	20 期号:2 页码:206-216
关键词	Authentication Speech Tensors Wavelet decomposition Background noise Multi features Perceptual hashing Robust Spectral subtractions
ISSN号	1816353X
DOI	10.6633/IJNS.201803.20(2).02
英文摘要	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.
语种	英语
出版者	Femto Technique Co., Ltd.
内容类型	期刊论文
源URL	[http://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.