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Tonal Evaluation of Chinese continuous speech plays an important role in Mandarin Chinese Pronunciation Test. In this paper, we introduce the Multi-Space Distribution Hidden Markov Model based on prosodic word. The results show that the performance of tonal syllable error rate can be reduced. For the non-standard Chinese Mandarin speech, the correlation between computer score and expert score was improved above 3.0% absolutely, compared with the baseline system without tonal pronunciation test.doi:10.1109/chinsl.2008.ecp.77 dblp:conf/iscslp/PanWW08 fatcat:ffxuqkve5vaahmzllyck6fumai