Method and device for translating Chinese text into hand word sequence

Abstract

According to the method and device for translating the Chinese text into the hand language word sequence and the storage medium, the to-be-translated Chinese text is obtained, the Chinese text is preprocessed to obtain the preprocessed text, the preprocessed text is translated through the target translation model to obtain the corresponding hand language word sequence, the hand language word sequence is post-processed, and then the hand language word sequence is translated. And obtaining a target sign language word sequence. Therefore, according to the method, the tagged sign language word sequence corresponding to the Chinese text is obtained through the unified sign language tagging method, and the bilingual corpus is obtained after the standard sign language word sequence is corrected, so that the translation result of the bilingual corpus conforms to the sign language grammar, and the accuracy of the translation result in the bilingual corpus is improved; therefore, the translation accuracy of the target translation model obtained by training the bilingual corpus is improved, and meanwhile, the translation efficiency of the Chinese text is improved.

Description

technical field [0001] The present application relates to the technical field of machine learning, and in particular, to a method, device and storage medium for translating Chinese text into sign language word sequences. Background technique [0002] According to statistics, the number of hearing-impaired people in my country has reached 27 million. Hearing impaired people can use sign language as the main way of daily communication, but most people with normal hearing cannot understand sign language, so it is extremely inconvenient to communicate between hearing impaired people and normal hearing people. tools of communication. [0003] In the related art, the translation problem generally belongs to the field of natural language processing (NLP), and a key point of the translation problem is the construction and processing of data sets. In the field of sign language, there is no public large-scale sign language data set, and there is no unified sign language labeling met...

AI Technical Summary

Problems solved by technology

In the field of sign language, there is no public large-scale sign language data set, and there is no unified sign language labeling method, which leads to insufficient data volume for sign language translation or insufficient understanding of sign language grammar, which leads to The accuracy of the translation results is low and difficult to be recognized by sign language users

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