Abstract: This paper present the training and testing of the data collected from male and female and then recognition of isolated word by using speech processing. One set of the data recordings was used for the training runs and other a different set was used for testing. Speech recognition process in human is running from long years. In this paper the words are recognized by using Maltab software. The isolate spoken language can be study at two different levels: (1) phonetic components of spoken words, e.g., vowel and consonant sounds, (2) acoustic wave patterns. In this paper we have used the digits from one to nine and zero but any small vocabulary could be used. So this paper presents the training and testing of the different or recognition of the words spoken from male and female.

Keywords: Speech processing, Speech recognition, vocal track MATLAB.