An efficient speech perceptual hashing authentication algorithm based on the linear prediction minimum mean squared error

doi:10.13245/j.hust.161222

	An efficient speech perceptual hashing authentication algorithm based on the linear prediction minimum mean squared error
	Zhang, Qiuyu; Hu, Wenjin; Qiao, Sibin; Zhang, Tao
刊名	Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition)
	2016-12-23
卷号	44 期号:12 页码:127-132
关键词	Audio signal processing Authentication Efficiency Errors Forecasting Matrix algebra Spectrum analysis Speech Speech communication Authentication algorithm Coefficient matrix Linear prediction Linear prediction coding Minimum mean squared error Parameter matrices Perceptual hashing Spectral entropy
ISSN号	16714512
DOI	10.13245/j.hust.161222
英文摘要	In order to meet robustness and discrimination of content preserving operations in mobile speech communication, and the need for high-efficiency certification and other requirements, a novel efficient speech perceptual hashing authentication algorithm based on the linear prediction-minimum mean squared error (LP-MMSE) was proposed. Firstly, the algorithm conducted linear prediction coding (LPC) on speech signal after pre-processing, framing and windowing to obtain the minimum mean squared error (MMSE) coefficient matrix. Secondly, spectral entropy parameter matrix of each frame was calculated through the spectral entropy method. Finally, binary perceptual hash sequence was generated through combining these two matrixes above. Experimental results show that the proposed algorithm is better than other existing algorithms in terms of compactness, and has a good robustness, discrimination against content preserving operations. It also has high authentication efficiency and can meet the requirements of real-time speech authentication. © 2016, Editorial Board of Journal of Huazhong University of Science and Technology. All right reserved.
语种	中文
出版者	Huazhong University of Science and Technology
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/112569]
专题	计算机与通信学院
作者单位	School of Computer and Communication, Lanzhou University of Technology, Lanzhou; 730050, China
推荐引用方式 GB/T 7714	Zhang, Qiuyu,Hu, Wenjin,Qiao, Sibin,et al. An efficient speech perceptual hashing authentication algorithm based on the linear prediction minimum mean squared error[J]. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition),2016,44(12):127-132.
APA	Zhang, Qiuyu,Hu, Wenjin,Qiao, Sibin,&Zhang, Tao.(2016).An efficient speech perceptual hashing authentication algorithm based on the linear prediction minimum mean squared error.Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition),44(12),127-132.
MLA	Zhang, Qiuyu,et al."An efficient speech perceptual hashing authentication algorithm based on the linear prediction minimum mean squared error".Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition) 44.12(2016):127-132.