Abstract: A new method for speaker recognition is presented. The method analyzes only the pole-zero model coefficients a_i and b_i of the consonent-related segment of nasal syllable at first, then recognizes the speaker by using their weighted distance. Experiment showed that the method offers a saving in computational time, and the correct speaker recognition rate is up to 86%.