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METHOD AND APPARATUS FOR RECOGNIZING CHINESE GRAMMATICAL ERRORS, COMPUTER DEVICE AND STORAGE MEDIUM
METHOD AND APPARATUS FOR RECOGNIZING CHINESE GRAMMATICAL ERRORS, COMPUTER DEVICE AND STORAGE MEDIUM
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机译：用于识别中国语法错误，计算机设备和存储介质的方法和装置
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摘要
A method and apparatus for recognizing Chinese grammatical errors, a computer device and a computer storage medium. The method comprises: acquiring speech to be recognized (S101); calculating an initial feature group corresponding to each word in the speech to be recognized (S102); inputting the initial feature group into a bidirectional recurrent neural network to obtain intermediate features (S103); splicing the intermediate feature corresponding to each word according to the order of the words in the speech to be recognized so as to obtain result features (S104); inputting the result features into an LR classifier to obtain a recognition indicator of the speech to be recognized (S105), wherein the recognition indicator is used to characterize the probability that the speech to be recognized comprises a grammatical error; and according to the recognition indicator, determining whether the speech to be recognized comprises a grammatical error (S106). By using the described method, the accuracy of recognizing Chinese grammatical errors may be improved.
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