Pengenalan dan Analisis Ucapan pada Sistem Kontrol Perangkat Listrik Menggunakan Arduino Uno

Dania Eridani; Ivan Sanusi; Eko Didik Widianto

doi:10.14710/jtsiskom.6.1.2018.18-24

DOI: https://doi.org/10.14710/jtsiskom.6.1.2018.18-24

Pengenalan dan Analisis Ucapan pada Sistem Kontrol Perangkat Listrik Menggunakan Arduino Uno

Speech Recognition and Analysis of Electrical Device Control Systems Using Arduino Uno

Dania Eridani

, Ivan Sanusi, Eko Didik Widianto

Departement of Computer Engineering, Universitas Diponegoro, Indonesia

Received: 4 Oct 2017; Published: 31 Jan 2018.

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Abstract

This study aims to develop an electrical device control system using speech recognition and perform the analysis factors that affect the accuracy of speech recognition. The system used the Arduino Uno as the main control board of the system, an Elechouse's voice recognition module as speech processing device and several output devices such as relays, LEDs and an LCD. This research resulted in 92,7% accuracy of speech recognition at the ideal condition and 66,85% at the noise condition. This study shows that the frequency, amplitude, slow tempo and timbre of command speech greatly affect the success of speech recognition.

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Keywords: Control; Arduino UNO; Device Control; Speech Recognition; Voice Recognition Module; Microcontroller

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Article Info

Section: Original Research Articles

Language : ID

In Volume 6, Issue 1, Year 2018 (January 2018)

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J. Li, L. Deng, R. Haeb-Umbach, and Y. Gong, Fundamentals of Speech Recognition. Pearson Education, India, 2016
H. F. Imron, R. R. Isnanto, and E. D. Widianto, "Perancangan Sistem Kendali pada Alat Listrik Rumah Tangga Menggunakan Media Pesan Singkat (SMS)," Jurnal Teknologi dan Sistem Komputer, vol. 4, no. 3, pp. 454-462, Agustus 2016
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K. A. Pamungkas, T. Novianti, and A. Aziz, "Aplikasi Android dan Mikrokontroller Arduino pada Kontrol Smarthome dengan Komunikasi Bluetooth," Network Engineering Research Operation (NERO), vol. 2, no. 3, 2016
A. K. Dewi, M. S. Hadi, and S. Anwar, "Sistem Atap Rumah Otomatis pada Smarthome dengan Menggunakan Arduino," Jurnal Teknologi dan Sistem Komputer, vol. 5, no. 1, pp. 43-48, Januari 2017
F. D. Nugraheni, I. D. Irawati, and Y. S Hariyani, "Implementasi Wireless Sensor Network untuk Aplikasi Lampu dan Kipas," eProceeding of Applied Science, vol. 2, no. 3, 2016
A. Alamsyah, A. Amir, and M. N. Faisal, "Perancangan dan Penerapan Sistem Kontrol Peralatan Elektronik Jarak Jauh Berbasis Web," Jurnal Mekanikal, vol. 6, no. 2, pp. 577-584, Juli 2015
A. P. Rantelino, R. R. Isnanto, and E. D. Widianto, "Sistem Pembukaan Kunci Otomatis Menggunakan Identifikasi Pola Ketukan," Jurnal Teknologi dan Sistem Komputer, vol. 2, no. 4, pp. 281–287, November 2014
N. A. A. Malek, "Smart Wireless-voice Command Electrical Lamp Controlling System", Skripsi, Universiti Teknikal Malaysia Melaka, 2015
F. T. Patiung, and A. S. M. Lumenta, “Rancang Bangun Robot Beroda dengan Pengendali Suara,” Jurnal Teknik Elektro dan Komputer, vol. 2, no. 4, pp. 48–52, 2013
A. A. Zahra, A. Hidayatno, and M. W. T. Saksono, "Aplikasi Pengenalan Ucapan Sebagai Pengatur Mobil Dengan Pengendali Jarak Jauh," Transmisi, vol. 10, no. 1, pp. 21–26, 2008
E. Ronando, and M. I. Irawan, “Pengenalan Ucapan Kata sebagai Pengendali Metode Linear Predictive Coding – Neuro Fuzzy,” Jurnal Sains dan Seni, vol. 1, no. 1, pp. A1-A6, 2012
S. Amalia, "Pengenalan Digit 0 sampai 9 Menggunakan Ekstraksi Ciri MFCC dan Jaringan Syaraf Tiruan Backpropagation," Jurnal Teknik Elektro-ITP, vol. 6, no. 1, pp. 1-8, 2017
“Arduino Uno,” 2016. [Online]. Available: https://www.arduino.cc/en/Main/ArduinoBoardUno. [Accessed: 12-Jul-2017]
Elechouse, “Voice Recognition Module V3,” Elechouse. Elechouse, 2014
“Plot Spectrum,” 2017. [Online]. Available: http://manual.audacityteam.org/man/plot_spectrum.html. [Accessed: 20-Dec-2017]

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Pengenalan dan Analisis Ucapan pada Sistem Kontrol Perangkat Listrik Menggunakan Arduino Uno

Speech Recognition and Analysis of Electrical Device Control Systems Using Arduino Uno

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