Navigation Security Module with Real-Time Voice Command Recognition System

Polish maritime research

Mustafa YagimliCorresponding authorOkan University, Department of Property Protection and Security, 34722, Kadikoy, Istanbul, TurkeyEmailOther articles by this author:De Gruyter OnlineGoogle Scholar¹  Huseyin Kursat TezerTurkish Navy Academy, Institute of Naval Science and Engineering, Tuzla, TurkeyOther articles by this author:De Gruyter OnlineGoogle Scholar² 

[1] Okan University, Department of Property Protection and Security, 34722, Kadikoy, Istanbul, Turkey;Turkish Navy Academy, Institute of Naval Science and Engineering, Tuzla, Turkey

关键词: Keywords: Maritime Navigation;    LPC;    MFCC;    DTW;    Voice Command Recognition;   

DOI  :  10.1515/pomr-2017-0046

学科分类：工程和技术（综合）

来源: Politechnika Gdanska * Wydzial Oceanotechniki i Okretownictwa

【 摘 要 】

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.

【 授权许可】

Unknown