Communication among the human being is dominated by spoken language, therefore it is natural for people to expect speech interfaces with computer .computer which can speak and recognize speech in native language. Machine recognition of speech involves generating a sequence of words best matches the given speech signal. Some of known applications include virtual reality, multimedia searches, auto-attendants, travel information and reservation, translators, natural language understanding and many more applications.