Voice communication method and device

A voice and voice information technology, applied in voice analysis, voice recognition, natural language data processing, etc., can solve problems such as poor voice recognition effect, achieve accurate generation, eliminate over-fitting phenomenon, and solve the effect of poor voice recognition effect

Active Publication Date: 2020-05-08
GREE ELECTRIC APPLIANCES INC
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

[0006] The embodiment of the present invention provides a voice communication method and device, to at least solve the technical problem in the related art that the voice recognition effect is poor due to the over-fitting phenomenon in the natural language generation process

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Embodiment Construction

[0021] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0022] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate ...

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Abstract

The invention discloses a voice communication method and device. The method comprises the following steps: receiving voice information; response information of the voice information is determined according to a response model, the response model is obtained through machine learning training by using multiple sets of training data, and each set of data in the multiple sets of training data comprises the voice information and the response information corresponding to the voice information; a plurality of corpora are obtained, and the corpora are used for obtaining feature words forming responseinformation; and selecting different feature words from the plurality of corpora to replace the feature words forming the response information. According to the method and the device, the technical problem of poor voice recognition effect caused by an overfitting phenomenon occurring in natural language generation in related technologies is solved.

Description

technical field [0001] The invention relates to the field of voice processing, in particular to a voice communication method and device. Background technique [0002] At present, deep learning is a new field in machine learning research. Its motivation is to establish and simulate the neural network of human brain for analysis and learning. It imitates the mechanism of human brain to explain data, such as image information, text information and natural language information. Wait. [0003] Among smart home appliances, taking the sweeping robot as an example, the application of the sweeping robot is gradually widespread. The existing control of the sweeping robot is mostly based on the body button or the remote control, but the remote control is easy to lose, and the sweeping robot is small. It is extremely inconvenient to bend over and squat down during operation. Therefore, the application of voice control in smart home appliances is extremely urgent. [0004] In speech r...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10L15/06G10L15/22G06N20/00G06F40/237
CPCG10L15/063G10L15/22G10L2015/225G10L2015/223G10L2015/0631
Inventor 吴少波易斌连园园覃广志
Owner GREE ELECTRIC APPLIANCES INC
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