Speech analysis is still a challenging area in recognition, classification and retrieval and it is one of the most
interesting fields in Digital Signal Processing. Many researches already done on it that is based on different scientific programs
and materials tools and that produce an analysis that start from speech production, processing, coding and recognition, Chester,
F.J .Taylor and M.Doyle were the first to find out analysis of speech recognition [1]. In this research, identification of gender
females and males speech recognition will take speech samples of the word, “Close”, were used to build a system in Neural
Network and Fuzzy Logic to recognize the male and female speech voice and compared between two systems, which are part of a
class of universal approximations of continuous functions
