Abstract: This paper presents a method of knowledge-based recognition of continuous Chinese speech.The auditory model parameter is used as characteristic parameter for acoustic segmentation and recognition,and,at the recognition stage,fuzzy set operation is introduced in order to better recognize the connected speech.