Development of Control System for Opening and Closing Electrical Equipment with Thai Voice Command Using by K-Nearest Neighbor Technical

The objectives of this special problem is development of an open-close control system for electrical equipment with Thai voice command using k-Nearest Neighbor(k-NN). Testing using find system's performance was developed by simulating the test site. This special problem uses the k-Nearest Neighborhood technique to classify speech differences. The process of the system, starting from the voice to cut into 3 parts, each of these components is characterized by the Mel Frequency Ceptral Coefficient. In the final process, the k-nearest neighborhood distinguishes features and identifies speech signals in different areas of speech. Evaluate the accuracy of the development of an open-close control system for electrical equipment with Thai voice command using k-Nearest Neighbor(k-NN), the accuracy is 89.4%. In conclusion, the development of the algorithm is good. And can be used to control opening and closing electrical equipment.

[1]  Mahasak Ketcham,et al.  License Plate Tracking Based on Template Matching Technique , 2018, 2018 18th International Symposium on Communications and Information Technologies (ISCIT).

[2]  Mahasak Ketcham,et al.  Eye Region Detection in Fatigue Monitoring for the Military Using AdaBoost Algorithm , 2016 .

[3]  Mahasak Ketcham,et al.  The Grading Multiple Choice Tests System via Mobile Phone using Image Processing Technique , 2018, iJET.

[4]  Mahasak Ketcham,et al.  Identification and Retrieval System by Using Face Detection , 2018, 2018 18th International Symposium on Communications and Information Technologies (ISCIT).

[5]  M. Ketcham,et al.  Segmentation of Overlapping Isan Dhamma Character on Palm Leaf Manuscript’s with Neural Network , 2016 .

[6]  Mahasak Ketcham,et al.  The automated parking fee calculation using license plate recognition system , 2017, 2017 International Conference on Digital Arts, Media and Technology (ICDAMT).

[7]  Chomtip Pornpanomchai,et al.  Thai Herb Leaf Image Recognition System (THLIRS) , 2011 .

[8]  Sonal Sharma,et al.  A voice-controlled multi-functional Smart Home Automation System , 2015, 2015 Annual IEEE India Conference (INDICON).

[9]  Fan Zhang,et al.  Images Features Extraction of Tobacco Leaves , 2008, 2008 Congress on Image and Signal Processing.

[10]  Mohamed S. Musbah,et al.  Applying voice recognition technology for smart home networks , 2016, 2016 International Conference on Engineering & MIS (ICEMIS).

[11]  Cecilia Di Ruberto,et al.  A fast leaf recognition algorithm based on SVM classifier and high dimensional feature vector , 2014, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).

[12]  Mahasak Ketcham,et al.  Video Surveillance System Using IP Camera for Target Person Detection , 2018, 2018 18th International Symposium on Communications and Information Technologies (ISCIT).

[13]  Ji Won Yoon,et al.  Efficient model selection for probabilistic K nearest neighbour classification , 2015, Neurocomputing.

[14]  Mahasak Ketcham,et al.  Automatic Thai Coin Calculation System by Using SIFT , 2017, 2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).

[15]  Mahasak Ketcham,et al.  The System for Driver Fatigue Monitoring Using Decision Tree via Wireless Sensor Network for Intelligent Transport System , 2018, Int. J. Online Eng..

[16]  G LoweDavid,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004 .

[17]  Siriruang Phatchuay,et al.  The System Vehicle of Application Detector for Categorize Type , 2016, 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).

[18]  Narumol Chumuang,et al.  Criminal Background Check Program with Fingerprint , 2017 .

[19]  Mahasak Ketcham,et al.  The Electroencephalography Signals Using Artificial Neural Network for Monitoring Fatigue System , 2016, PRICAI Workshops.

[20]  Mahasak Ketcham,et al.  Weapon Detector System by Using X-ray Image Processing Technique , 2018, 2018 18th International Symposium on Communications and Information Technologies (ISCIT).

[21]  Mahasak Ketcham,et al.  Tracking Vehicles System Based on License Plate Recognition , 2018, 2018 18th International Symposium on Communications and Information Technologies (ISCIT).

[22]  Mahasak Ketcham,et al.  Analysis of X-ray for locating the weapon in the vehicle by using scale-invariant features transform , 2017, 2017 Fourth Asian Conference on Defence Technology - Japan (ACDT).

[23]  Mahasak Ketcham,et al.  Crack on Eggshell Detection System Based on Image Processing Technique , 2018, 2018 18th International Symposium on Communications and Information Technologies (ISCIT).