A group of sample words for each initial consonant, vowel and final consonant were recorded and transcribed. The data set was collected from 10 native Thai speakers (5 males and 5 females) in which each speaker pronounces the same word 10 times. All speech signals were sampled at 22 kHz digitized with a 16 bit A/D converter using Audacity program1.