Title :
Controlling robot using Thai Speech Recognition based on Eigen Sound
Author :
Phanprasit, Tanasak
Author_Institution :
Dept. of Electr. & Electron. Eng., Bangkok Univ., Patumthani, Thailand
Abstract :
This paper presents a speech recognition technique, using commands of `Thai Speech Recognition´ (TSR). The Fast Fourier Transform (FFT) and the Principal Component Analysis (PCA) are used to determine the spectrum and extract the feature of the speech signal of individual speaker, respectively. The Eigen Sound of individual speaker is generated via the extracted feature. The experimental results are demonstrated in a form of percentage of accuracy for different command words for both male and female.
Keywords :
fast Fourier transforms; principal component analysis; robots; speech recognition; FFT; PCA; TSR; Thai speech recognition; eigen sound; fast Fourier transform; feature extraction; individual speaker; principal component analysis; robot; speech signal; Principal component analysis; Speech; Speech processing; Speech recognition; Eigen Sound; Fast Fourier Transform; Principal Component Analysis; Speech recognition;
Conference_Titel :
Knowledge and Smart Technology (KST), 2014 6th International Conference on
Conference_Location :
Chonburi
Print_ISBN :
978-1-4799-1423-4
DOI :
10.1109/KST.2014.6775394