The basic CELP structure is introduced in this paper.A constrained-stochastic excitation linear predictive coding scheme is suggested.It links the amount of stochastic excitation codewords injected into the synthetic filter to a performance index of adaptive codebcok. The noisy effects of the excitation on synthetic speech are efficiently reduced. The computer simulation results show the subjective improvement of speech quality with this approach.