Optimized Digital Filters Based on Zero Cancelation for Speech Security Applications | ||||
| Menoufia Journal of Electronic Engineering Research | ||||
| Article 41, Volume 28, ICEEM2019-Special Issue, 2019, Page 107-114 | ||||
| Document Type: Original Article | ||||
| DOI: 10.21608/mjeer.2019.76785 | ||||
 View on SCiNiTO | ||||
| Authors | ||||
| Mohamad Monir1; Mona Kareem1; M. M. Nassar1; Adel S. El-Fishawy1; M. A. Zain El-Din1; Sami M. El-Dolil1; Adel Saleeb1; EL-Sayed M. El-Rabaie2; Fathi E. Abd El-Samie3 | ||||
| 1Communications and Electronics Department Faculty of Electronic Engineering, Menoufia University: Menouf, Egypt | ||||
| 2Communications and Electronics Department Faculty of Electronic Engineering, Menoufia University: Menouf, Egypt | ||||
| 3Communications and Electronics Department Faculty of Electronic Engineering, Menoufia University: Menouf, Egypt | ||||
| Abstract | ||||
| The secured biometric templates play an important role in real applications of recognition system to generate revocable biometric templates. This paper introduces a proposed technique in cancelable biometrics that is used for speaker recognition. In this technique, zero cancelation digital filters are used to decode the extracted user features, intentionally. The objective of this work is to generate protected templates of speech signals. Simulation results reveal the possibility of recognizing speakers in spite of feature deterioration due to the digital filtering effect which based on zero cancelation. Consequently, the robustness of the proposed speaker recognition system is guaranteed. | ||||
| Keywords | ||||
| digital comb filter; zero cancelation; Cancelable Biometric; speaker recognition system | ||||
| References | ||||
|
[1] Fred J.Taylor,"Digital Filters: Principles and Application With MATLAB,"Wily-IEEE Press, First Edition, 2012. [2] Patrick Gaydecki,"Foundations of Digital Signal Processing," The Institution of Engineering and Technology, 2004. [3] Steven W.Smith "The Scientist and Engineer's Guide to Digital Signal Processing," DSPguide.com, Second Edition, 1999. [4] John W.LIES, "Digital Signal Processing Using Matlab for Students and Researchers," Wiley, 2011. [5] Eason Sadaoki Furui “An Overview of Speaker Recognition Technology,” Automatic Speech and Speaker Recognition, pp. 31–56 [6] Fathi E. Abd El-Samie, "Information Security for Automatic Speaker Identification,",Int J Speech Technol (2017) 20 ; 977 -1004 Springer. [7] Wenbo Wang, Sichum Li, Jianshe Yang, Zhao Liu and Weicum Zhouo, “ Feature Extraction of Underwater Target in Auditory Sensation Area Based on MFCC,” IEEE/OES China Ocean Acoustics (COA), 2016. [8] Neha Chauhan and Mahesh Chandra, “Speaker Recognition and Verification Using Artificial Neural Network,” International Conference on Wireless Communications, Signal Processing and Networking (WISPNET), 2017 [9] Hoang Trang, Tran Hoang Loc, Huynh Bui Hoang Nam, “Proposed Combination of PCA and MFCC Feature Extraction in Speech Recognition System,” International Conference on Advanced Technologies for Communication (ATC 2014), 2014. [10] A.Shafik, S. M. Elhalafawy, S. M. Diab, B. M. Sallam and F. E. Abd El-samie, “A Wavelet Based Approach for Speaker Identification from Degraded Speech,” International Journal of Communication Networks and Information Security (IJCNIS), Vol.1, No. 3, pp. 53-60, 2009. [11] A. Prochazka, J. Uhlir, P. J. W. Rayner and N. J Kingsbury, Signal Analysis and Prediction. Birkhauser Inc., New York, 1998. [12] Goutam Saha, Pankaj Kumar, and Sandipan Chakroborty “A Comparative Study of Feature Extraction Algorithms on ANN Based Speaker Model for Speaker Recognition Applications,” International Conference on Neural Information Processing, ICONIP 2004: Neural Information Processing, pp. 1192-1197 [13] Albert Ryou and Jonathan Simon “Active Cancellation of Acoustical Resonances with an FPGA FIR Filter, ” Review of Scientific Instruments , 04 January 2017, Volume 88, Issue 1 . [14] Sen M. Kuo, Bob. H. Lee and Wenshum Tain, “Real-Time Digital Signal Processing Implementation and Applications,” Second Edition, 2006. [15] Chih-Tsung Chang, Po-LeiLee and En-HungLin “Variable delay digital comb filter extraction of weak phase signals for SSVEP, ” Biomedical Signal Processing and Control, January 2017, Volume 31, Pages 211-216 [16] Miriam Guadalupe Cruz Jimenez, David Ernesto Troncoso Romero and Gordana Jovanovic Doleek “Comb Filter Characteristics and Applications,” Encyclopedia of Information Science and Technology, Third Edition, pp. 4062–4071, 2015. [17] Naglaa F. Soliman, Zhraa Mostfa, Fathi E.Abd El-Samie and Mahmoud I. Abdalla “Performance Enhancement of Speaker Identification Systems Using Speech Encryption and Cancelable Features,” International Journal of Speech Technology, December 2017, Vol. 20, Issue 4, pp. 9. | ||||
|
Statistics Article View: 257 |
||||
