Arabic vowels recognition based on wavelet average framing linear prediction coding and neural network

► This research posses many contributions upon feature extraction and classification mechanism aspects. ► The use of wavelet transform, LPC with PNN is new for Arabic vowels recognition task. ► Particularly, PNN is very rarely used in term of classification of vowels. ► Not like GMM and other statistical methods, which are commonly used.