Automatic Pronunciation Scoring for Mandarin Proficiency Test Based on Speech Recognition

In this paper, a framework for the automatic pronunciation scoring is presented. The system included three modules which are pronunciation parameter database , evaluation model based on artificial neural network and automatic scoring module .The Mandarin proficiency test to be completed by computer-...

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Bibliographic Details
Published in2009 International Symposium on Intelligent Ubiquitous Computing and Education : 15-16 May 2009 pp. 168 - 171
Main Authors Yang Liu, Chunting Yang, Weifeng Ma
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2009
Subjects
Automatic testing
Cepstrum
Feature extraction
Frequency
Human factors
Life estimation
mandarin proficiency test
pronunciation scoring
Signal processing
Speech processing
Speech recognition
System testing
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ISBN9780769536194
0769536190
DOI10.1109/IUCE.2009.31

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Summary:In this paper, a framework for the automatic pronunciation scoring is presented. The system included three modules which are pronunciation parameter database , evaluation model based on artificial neural network and automatic scoring module .The Mandarin proficiency test to be completed by computer-aided evaluation, not only can remove the human factor to establish uniform standards, but also save time, improve efficiency, accelerate the promotion and popularization of Mandarin.
ISBN:9780769536194
0769536190
DOI:10.1109/IUCE.2009.31