-Gender classification is widely used in automatic speech recognition systems to recognize a speaker speaking continuously in any language. This work aims at analysing speech signals based on some parameters so as to predict the gender of the speaker. This paper comprises of male and female voice samples which were collected to form a database. Parameters such as mean, variance and standard deviation were determined to help in classifying the gender of the speaker