DocumentCode :
714596
Title :
Development of a voice-controlled home automation using Zigbee module
Author :
Cubukcu, Aykut ; Kuncan, Melih ; Kaplan, Kaplan ; Metin Ertunc, H.
Author_Institution :
Mekatronik Muhendisligi Bolumu, Kocaeli Univ., Kocaeli, Turkey
fYear :
2015
fDate :
16-19 May 2015
Firstpage :
1801
Lastpage :
1804
Abstract :
In this study, we aimed speech recognition-based remote control of home devices. The system was designed at two stages: speech recognition module and transmitter module that sends commands including fewer than two main headings. In the first stage speech recognition algorithm is implemented in MATLAB. Mel Frequency Cepstrum Coefficients (MFCCs) are used as a feature extraction method. Dynamic Timing Warping (DTW) is used as a feature matching method. After the recognition of speech commands entered, Arduino pin situation is changed via USB. The voltage change in pin is detected by the same pin connected to the transmitter Zigbee module. When the change is detected, Zigbee transmitter sends data to connecting on the desired device to be controlled the receiver Zigbee module via wireless network. When sending data detected by the receiver Zigbee module, 5V relay is triggered connecting on the device pins of the module. Thus, it was possible to successfully remotely control any device with speech commands using wireless network.
Keywords :
Zigbee; feature extraction; home automation; speech recognition; time series; DTW; MFCC; USB; Zigbee module; Zigbee transmitter; dynamic timing warping; feature extraction; feature matching; home device; mel frequency cepstrum coefficient; remote control; speech recognition module; transmitter module; voice-controlled home automation; wireless network; Heuristic algorithms; MATLAB; Speech; Speech recognition; Timing; Universal Serial Bus; Zigbee; Arduino; Dynamic Timing Warping (DTW); Mel-Frequency Cepstrum Coefficients (MFCCs); Speech Recognition; Zigbee;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location :
Malatya
Type :
conf
DOI :
10.1109/SIU.2015.7130204
Filename :
7130204
Link To Document :
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