The traditional method of speakers segmentation based on Bayesian information criterion（BIC） was improved.New speakers segmentation method adopted a pre-segmentation process to decrease calculation spending.Theory analy-sis and experiments show that the method of speakers segmentation based on pre-segmentation makes the amount of cal-culation controlled

on the premise of realizing the basic segmentation performance.