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Voice intention recognition method and device and readable storage medium

A recognition method and intention technology, applied in the computer field, can solve problems such as poor discrimination, recognition, and poor recognition ability, and achieve the effect of enhancing robustness, wide application range, and improving actual experience.

Active Publication Date: 2021-09-03
BEIJING UNISOUND INFORMATION TECH +1
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

At present, intention recognition cannot be judged according to context, intonation, etc., and poor recognition ability may even recognize intentions that are contrary to original intentions

Method used

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  • Voice intention recognition method and device and readable storage medium
  • Voice intention recognition method and device and readable storage medium
  • Voice intention recognition method and device and readable storage medium

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Embodiment Construction

[0054] In order to better understand the technical solution of the present invention, the embodiments of the present invention will be described in detail below with reference to the accompanying drawings.

[0055] It should be clear that the described embodiments are merely the embodiments of the invention, not all of the embodiments. Based on the embodiments of the present invention, there are all other embodiments obtained without making creative labor without making creative labor premises.

[0056] The terms used in the embodiments of the present invention are for purposes of describing particular embodiments, not intended to limit the invention. "One", "one", "one", "" ",", "" "and" "" as used in the embodiments of the invention and the appended claims, are also intended to include other forms unless otherwise clearly indicated by the context.

[0057]It should be understood that the terms "and / or" as used herein are merely a correlation relationship to the associated obje...

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Abstract

The invention provides a voice intention recognition method and device and a readable storage medium, and relates to the field of voice intention recognition. The voice intention recognition method comprises the steps: collecting first training data; inputting the first training data into a training model to complete forward calculation of the first training data; calculating a first loss function of the training model according to a forward data calculation result of the first training data; obtaining adversarial sample data according to the first loss function; collecting second training data, wherein the second training data at least comprises the adversarial sample data and the first training data; inputting the second training data into the training model, and determining parameters of the training model to obtain a target model; and determining the intention classification of the voice data to be subjected to intention classification according to the target model. The method is used for accurately classifying voice intentions so as to improve user experience.

Description

[Technical field] [0001] The present invention relates to the field of computer technology, and more particularly to a speech meaning identification method, apparatus, and a readable storage medium. 【Background technique】 [0002] With the rapid development of artificial intelligence technology and the extensive use of artificial intelligence technology in life, voice interaction has become an important bridge for communication between people and machines. The speech meaning identification technology is one of the key technologies to realize voice interaction. [0003] The intent identification is a semantic understanding of the text through the Natural Language Processing, referred to as Natural Language Processing, obtains keyword information, and identifies the user's speech meaning based on keyword information. At present, the intention identification cannot be discriminated according to the context, tone, etc., and the identification ability is poorly identifies the intentio...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10L15/06G10L15/16G06F40/30
CPCG10L15/063G10L15/16G06F40/30
Inventor 张勇刘升平梁家恩
Owner BEIJING UNISOUND INFORMATION TECH
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