Design of Speaker Verification using Dynamic Time Warping (DTW) on Graphical Programming for Authentication Process


Barlian Henryranu Prasetio, Dahnial Syauqy


Authentication is generally required on systems which need safety and privacy. In common, typed username and password are used and applied in authentication system. However, this type of authentication has been identified to have many weaknesses. In order to overcome the problem, many proposed authentication system based on voice as unique characteristics of human. We implement Dynamic Time Warping algorithm to compare human voice with reference voice as the authentication process. The testing results show that the system accuracy of the speech recognition average is 86.785%.

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Bhardwaj, P., Manchanda, P., Chahal, P., Chaudhary, P., Singh, R. A Review Paper On Smart Home Automation. International Journal of Scientific Research and Management Studies (IJSRMS) Volume 3 Issue 7, pp: 279-283. (2017)

Patchava, V., Kandala, H.B., Babu, P.R. A Smart Home Automation technique with Raspberry Pi using IoT. Smart Sensors and Systems (IC-SSS), International Conference on. 21-23 Dec. (2015)

Mowad, M.A.L., Fathy, A., Hafez, A. Smart Home Automated Control System Using Android Application and Microcontroller. International Journal of Scientific & Engineering Research, Volume 5, Issue 5, May (2014)

Ravi, S. Access Control: Principles and Practice. IEEE communications. pp: 40-46. (1994)

Bhuiyan, A., Hussain, A., Mian, A., Wong, T.Y., Ramamohanarao, K., Kanagasingam, Y. Biometric authentication system using retinal vessel pattern and geometric hashing. IET Biometrics. Volume: 6, Issue: 2, 3 (2017)

Sapkale, M., Rajbhoj, S.M. A biometric authentication system based on finger vein recognition. Inventive Computation Technologies (ICICT), International Conference on. 26-27 Aug. (2016)

Barbosa, F.G., Silva, W.L.S. Multiple Support Vector Machines and MFCCs application on voice based biometric authentication systems. IEEE International Conference on Digital Signal Processing (2015)

Barbosa, F.G., Silva, W.L.S. Support vector machines, Mel-Frequency Cepstral Coefficients and the Discrete Cosine Transform applied on voice based biometric authentication. SAI Intelligent Systems Conference (2015)

Singh, N., Khan, R.A, Shree, R. Applications of Speaker Recognition. Procedia Engineering 38 pp:3122 – 3126 (2012)

Washani, N., Sharma, S. Speech Recognition System: A Review. International Journal of Computer Applications. Volume 115–No 18, April (2015)

Mohan, B.J., Babu, R.N. Speech recognition using MFCC and DTW. Advances in Electrical Engineering (ICAEE), International Conference on. 9-11 Jan. (2014)

LabVIEW User Manual, April 2003 Edition, National Instruments (2003)