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NAVIGATION SECURITY MODULE WITH REAL-TIME VOICE COMMAND RECOGNITION SYSTEM

Abstract

The real-time voice command recognition system used for this study, aims to increase the situational awareness, therefore the safety of navigation, related especially to the close manoeuvres of warships, and the courses of commercial vessels in narrow waters. The developed system, the safety of navigation that has become especially important in precision manoeuvres, has become controllable with voice command recognition-based software. The system was observed to work with 90.6% accuracy using Mel Frequency Cepstral Coefficients (MFCC) and Dynamic Time Warping (DTW) parameters and with 85.5% accuracy using Linear Predictive Coding (LPC) and DTW parameters.

Keywords:

Maritime Navigation, LPC, MFCC, DTW, Voice Command Recognition

Details

Issue
Vol. 24 No. 2(94) (2017)
Section
Latest Articles
Published
22-07-2017
DOI:
https://doi.org/10.1515/pomr-2017-0046
Licencja:
Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Open Access License

This journal provides immediate open access to its content under the Creative Commons BY 4.0 license. Authors who publish with this journal retain all copyrights and agree to the terms of the CC BY 4.0 license.

 

Authors

  • Mustafa Yagimli

    Okan University, Vocational School, Department of Property Protection and Security
  • Huseyin Kursat Tezer

    Turkish Navy Academy, Institute of Naval Science and Engineering

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