Abstract: Some invariants of nonlinear dynamics of Chinese speech are analyzed. The results reveal the chaotic characters in Chinese speech and the difference among voiced, unvoiced sound and random noise, which verify the feasibility of denoising Chinese speech using noise reduction algorithms for chaotic data. The results of denoising experiments show good effects on voiced and unvoiced sounds.