The Automation System Censor Speech for the Indonesian Rude Swear Words Based on Support Vector Machine and Pitch Analysis

IAES International Conference on Electrical Engineering, Computer Science and Informatics

电工学;计算机科学

Endah, S.N.^1 ; Nugraheni, D.M.K.^1 ; Adhy, S.^1 ; Sutikno^1

Department of Informatics, Universitas Diponegoro, Kampus UNDIP Tembalang, Jl. Prof Soedharto, Semarang, Indonesia^1

关键词: Automation systems;    Classification of speech;    Indonesians;    Intelligent software;    Pitch values;    Second class;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/190/1/012039/pdf
DOI  :  10.1088/1757-899X/190/1/012039

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

According to Law No. 32 of 2002 and the Indonesian Broadcasting Commission Regulation No. 02/P/KPI/12/2009 & No. 03/P/KPI/12/2009, stated that broadcast programs should not scold with harsh words, not harass, insult or demean minorities and marginalized groups. However, there are no suitable tools to censor those words automatically. Therefore, researches to develop a system of intelligent software to censor the words automatically are needed. To conduct censor, the system must be able to recognize the words in question. This research proposes the classification of speech divide into two classes using Support Vector Machine (SVM), first class is set of rude words and the second class is set of properly words. The speech pitch values as an input in SVM, it used for the development of the system for the Indonesian rude swear word. The results of the experiment show that SVM is good for this system.