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35 results about "Received spoken" patented technology

Chinese spoken language semantic comprehension method and system

PendingCN110516253AReduce demandTraining time will not skyrocketSpecial data processing applicationsSpoken languageUser input
The embodiment of the invention provides a Chinese spoken language semantic comprehension method. The method comprises the steps of obtaining a generalized label-free text sequence training set, and performing forward prediction and reverse prediction on the training set in sequence to train a word-level and a word-level bidirectional language model; receiving spoken language voice audios input bya user, and carrying out sequence word segmentation to obtain character sequences and word sequences; decoding the character sequence and the word sequence by using the character-level bidirectionallanguage model and the word-level bidirectional language model respectively to obtain character-level implicit strata vectors and word-level implicit strata vectors; performing vector alignment on theimplicit strata vectors of the character sequence and the word sequence to obtain an implicit strata vector of spoken language voice audio input by the semantic comprehension model; and inputting thehidden layer vector of the spoken language voice audio into a semantic comprehension model, and determining the semantics of the spoken language voice audio. The embodiment of the invention further provides a Chinese spoken language semantic comprehension system. The embodiment of the invention has good generalization ability, combines word and character sequences, and improves the performance ofChinese semantic comprehension.
Owner:AISPEECH CO LTD
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