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Intelligent language learning method, system and device based on machine learning and medium

A technology of language learning and machine learning, applied in the field of artificial intelligence, to achieve the effect of assisting learning

Inactive Publication Date: 2020-03-27
深圳平安智慧医健科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The present invention provides an intelligent language learning method, system, device and medium to solve the problem that the prior art cannot use AI's intelligent natural language understanding to help learners to carry out intelligent language learning that is not limited by time and geographical factors. question

Method used

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  • Intelligent language learning method, system and device based on machine learning and medium

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Embodiment Construction

[0025] Embodiments of the present invention will be described below with reference to the accompanying drawings. Those skilled in the art would recognize that the described embodiments can be modified in various ways or combinations thereof without departing from the spirit and scope of the invention. Accordingly, the drawings and description are illustrative in nature and serve only to explain the invention, rather than to limit the scope of protection of the claims. Also, in this specification, the drawings are not drawn to scale, and like reference numerals denote like parts.

[0026] figure 1 It is a schematic flow chart of the machine learning-based intelligent language learning method of the present invention, as figure 1 Shown, intelligent language learning method described in the present invention, comprises the following steps:

[0027] Step S1, acquire the learner's target voice, wherein the target voice can be any language, for example, English, Japanese, Korean,...

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Abstract

The invention belongs to the technical field of artificial intelligence, and discloses an intelligent language learning method, system and device based on machine learning, and a medium, and the method comprises the steps: obtaining the target voice of a learner; carrying out semantic and grammar understanding on the target voice through a semantic understanding model obtained through training; performing error correction on semantic and grammar understanding results through a deep learning algorithm model obtained through training; wherein the deep learning algorithm model is trained by usinga learning experience annotation data set, and the learning experience annotation data set comprises a multi-round answer sample data set after semantic and grammar understanding and a semantic and grammar error feedback sample data set; outputting results of error correction. According to the invention, intelligent language learning can be realized, daily training and improvement of language listening and speaking ability of learners are facilitated, the learners can learn language without being limited by time and regional factors, and intelligence of language learning is truly realized.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to an intelligent language learning method, system, device and medium based on machine learning. Background technique [0002] Artificial intelligence has transformed and empowered many fields. However, there is still no intelligent learning system for language learning, especially a portable voice interaction system that can truly assist learners to improve their listening and speaking skills. At present, in terms of intelligent language learning, smart speakers mainly focus on daily information and content interaction, intelligent question and answer, action instructions and related smart device control; other learning systems for children or professionals (such as doctors) are still Use more traditional technical solutions to do intelligence and professional teaching-related reference, question and answer use, and use massive local built-in knowledge bases...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N20/00G06N3/08
CPCG06N20/00G06N3/08
Inventor 黄德生
Owner 深圳平安智慧医健科技有限公司
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