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Development of voice-based smart home security system using Google voice kit

Gunawan, Teddy Surya and Mokhtar, Muhammad Najib and Kartiwi, Mira and Ismail, Nanang and Effendi, Mufid Ridlo and Qodim, Husnul (2020) Development of voice-based smart home security system using Google voice kit. In: 6th International Conference on Wireless and Telematics (ICWT) 2020, 3rd-4th September 2020, Yogyakarta, Indonesia.

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Abstract

Nowadays, speaker verification and speech recognition to control the smart home system has gained popularity. This paper presents the design and implementation of the voice-based smart home security system using Google Voice Kit, Raspberry Pi 3, relay, and magnetic lock. There are two methods implemented in this research, i.e., Cloud Speech and Assistant methods. Three experiments were conducted, including response time to the voice command, multiuser experiment, and multi-environment experiment. Results showed that the Cloud Speech method performs better than the Assistant method in processing time and accuracy. The Cloud Speech method requires less than 1.67 ms to lock and unlock the magnetic lock. The accuracy of the multiuser experiment using the Cloud Speech method is 90% on average. Finally, on the various environmental condition, the Cloud Speech method has an accuracy of 95%, 90%, and 95% for the ambient room, cocktail noise, and loud musical noise, respectively.

Item Type: Conference or Workshop Item (Plenary Papers)
Uncontrolled Keywords: smart home; speech recognition; speaker recognition; Raspberry Pi; Google Voice Kit.
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering
Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Kulliyyah of Information and Communication Technology
Kulliyyah of Information and Communication Technology

Kulliyyah of Information and Communication Technology > Department of Information System
Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User: Dr Teddy Surya Gunawan
Date Deposited: 23 Nov 2020 04:43
Last Modified: 17 Jan 2021 12:44
URI: http://irep.iium.edu.my/id/eprint/84772

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