Speech recognition using modified fuzzy hypersphere neural network

In this paper, a modified fuzzy hypersphere neural network (MFHSNN) is proposed, which is an extension of the fuzzy hypersphere neural network (FHSNN) proposed by Kulkarni and Sontakke (2001). Its performance is compared with FHSNN for the recognition of spoken Marathi (the language spoken in the state of Maharashtra, India) digits and found to be superior with respect to the recall time and recognition rate.