%0 Journal Article %T Arabic Vowels Fuzzy Neural Network Recognition %A A. Taleb %A A. Benyettou %J Journal of Applied Sciences %D 2010 %I Asian Network for Scientific Information %X In this study, We propose a fuzzy neural system containing inferred rules which are modelled separately by a three layer perceptron neural network giving the conclusion part according to the premise of the rule. Such a system is applied to different morphology words for Arabic vowels recognition as a two-dimensional fuzzy implication presented in the form of linguistic features values. The system has been implemented on a real-time mini-computer and is now operational, the results concerning a multi-speaker corpus of continuous speech are also promising. %K Multi-Layer Perceptron (MLP) %K Modern standard arabic %K Linear Prediction Coding (LPC) %K fuzzy neural networks %K speech recognition %U http://docsdrive.com/pdfs/ansinet/jas/2010/848-851.pdf