Abstract: Aiming at Chinese continuous speech recognition, a novel unsupervised speaker adaptation method based on maximum a posteriori algorithm is presented in this paper, together with a simple effective formula which can give a satisfying result with only a few data. It has been proved to be an effective method to apply.

Key words: recognition of Chinese continuous speech, unsupervised speaker adaptation, maximum a posteriori algorithm