Speech Signal Processing for Analysis of Chaos Pattern

카오스 패턴 발견을 위한 음성 데이터의 처리 기법

  • 김태식 (계명대학교 공학부 컴퓨터공학)
  • Published : 2001.09.01

Abstract

Based on the chaos theory, a new method of presentation of speech signal has been presented in this paper. This new method can be used for pattern matching such as speaker recognition. The expressions of attractors are represented very well by the logistic maps that show the chaos phenomena. In the speaker recognition field, a speaker's vocal habit could be a very important matching parameter. The attractor configuration using change value of speech signal can be utilized to analyze the influence of voice undulations at a point on the vocal loudness scale to the next point. The attractors arranged by the method could be used in research fields of speech recognition because the attractors also contain unique information for each speaker.

Keywords