36results about How to "Fully consider the relevance" patented technology

The invention provides a homophone error correction method and device and a storage medium, and belongs to the technical field of character error correction, and the method comprises the steps: importing to-be-corrected voice data, original voice data and real text data; performing voice recognition on the to-be-corrected voice data and the original voice data to obtain to-be-corrected text features and original text features; constructing a training model, and performing model analysis on the training model according to the original text features and the real text data to obtain a homophone error correction model; and performing error correction analysis on the to-be-corrected text features through the homophone error correction model to obtain a homophone error correction result. The method improves the context association capability, does not need to depend on shallow text matching, improves the adaptability of a low-resource scene and a dynamic scene, fully considers the association of voice acoustic features, improves the error-tolerant rate of a rare homophone combination, and also can remarkably improve the homophone error correction accuracy.