Journal of Electronic Systems Wenfu Zhang 7 3 2017 http://www.dline.info/jes/fulltext/v7n3/jesv7n3_1.pdf This article focuses on the genetic algorithm to improve computer assisted voice digital signal processing technology, focusing on the effect of genetic algorithms in terms of speaker recognition, proposed a set of related technologies using genetic algorithm to improve computer-aided optimization of voice processing solutions. The genetic algorithm (GA) for speech processing plays an important role in vector quantization techniques used in the design process codebook into local optimum problem, and for poorly performing computer-aided speech processing problems RBF network plays a very important role obtained in the clustering process, combined with improved adaptive genetic algorithm to optimize the design of the network training algorithms. Experimental results show a good effect on genetic algorithm optimized generated.