Abstract: In speech communication systems, obtaining desired signal from dialogue signal that is polluted by noise, using digital filter noise minimization is a widely known technique. This is accomplished by adaptive filter algorithms, in detail, this project focused on LMS and NLMS Algorithms. The purpose of adaptive noise drop is to get an estimation of the signal of noise and to deduct it from the noisy signal and hence upgrade the quality of the signal.