Speech Coding is pivotal in the ability of networks to support multimedia services. The technique currently used for speech coding is Linear Prediction. It models the throat as an all-pole filter i.e. using a linear difference equation. However, the physical nature of the throat is itself a clue to its nonlinear nature. Developing a nonlinear model is difficult as in the solution of nonlinear equations and the verification of nonlinear schemes.