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Training method of dialogue model, dialogue method and device of dialogue robot and electronic equipment

A technology of dialogue robot and training method, which is applied in the direction of instruments, computer components, electrical digital data processing, etc., and can solve problems such as unsatisfactory

Pending Publication Date: 2022-05-13
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In related technologies, personalized settings can be realized by changing the voice tone when the machine replies, which cannot meet the needs of users

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  • Training method of dialogue model, dialogue method and device of dialogue robot and electronic equipment
  • Training method of dialogue model, dialogue method and device of dialogue robot and electronic equipment
  • Training method of dialogue model, dialogue method and device of dialogue robot and electronic equipment

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Embodiment Construction

[0024] Exemplary embodiments of the present disclosure are described below with reference to the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding and should be considered as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present disclosure. Also, descriptions of well-known functions and constructions are omitted from the following description for clarity and conciseness.

[0025] Man-machine dialog (man-machine dialog), man-machine dialog is a working mode of the computer, that is, between the computer operator or user and the computer, the screen is displayed on the console or terminal, and the work is carried out in a dialogical manner. An operator can tell a computer to perform a task using a command or command procedure. The comp...

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Abstract

The invention provides a training method of a dialogue model, a dialogue method and device of a dialogue robot and electronic equipment, and relates to the field of artificial intelligence such as natural language understanding and deep learning, the method comprises the steps that dialogue sample data of different speakers is acquired, and the dialogue sample data comprises dialogue corpora and reply corpora; inputting the dialogue sample data into a target dialogue style recognition model, and obtaining dialogue style data corresponding to the speaker; dialogue style sample data of a dialogue model is generated through the dialogue sample data and the dialogue style data; and based on the dialogue style sample data, training a dialogue model to generate a target dialogue model, the target dialogue model being used for outputting reply information with a dialogue style. According to the method and the device, the target dialogue model can realize information reply with an accurate and flexible speaking style, and the user experience degree in a man-machine dialogue process is optimized.

Description

technical field [0001] The present disclosure relates to the field of human-machine dialogue, and in particular, to the fields of artificial intelligence such as natural language understanding and deep learning. Background technique [0002] With the development of technology becoming more and more mature, users in the process of man-machine dialogue, in addition to the need for the accuracy of the reply content, the requirements for the intelligence of the machine reply are also getting higher and higher. [0003] In the related art, personalized settings can be achieved by changing the voice timbre when the machine responds, which cannot meet the needs of users. SUMMARY OF THE INVENTION [0004] The present disclosure provides a training method, device and electronic device for a dialogue model. [0005] According to a first aspect of the present disclosure, a method for training a dialogue model is proposed, including: acquiring dialogue sample data of different speake...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F16/33G10L15/26G06K9/62
CPCG06F16/3329G06F16/3343G10L15/26G06F18/214Y02D10/00
Inventor 吴文权徐新超
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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