Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

AI/ML enhanced pronunciation course design and personalized practice planning method

A technology for courses and planning, applied in neural learning methods, computing, office automation, etc., can solve problems such as great doubts about the practicability of engineering features, and achieve the effect of saving time

Inactive Publication Date: 2019-12-20
SHENZHEN GRADUATE SCHOOL TSINGHUA UNIV
View PDF5 Cites 5 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This requirement is very demanding, while the practicality of the engineered features remains in great doubt

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • AI/ML enhanced pronunciation course design and personalized practice planning method
  • AI/ML enhanced pronunciation course design and personalized practice planning method
  • AI/ML enhanced pronunciation course design and personalized practice planning method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0020] In order to make the technical problems, technical solutions and beneficial effects to be solved by the embodiments of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0021] The inspiration of this invention comes from the development of image processing technology based on deep learning in recent years, in this technology, the features are not designed by hand, but learned by a large amount of data input into the DNN (Deep Neural Network) model . In addition, the technology will collect data acquired during the practice sessions of any individual learner, bringing together data from all learners. Big data technology will be used to individually plan and customize the learning route for each trainee to maximi...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to an AI / ML enhanced pronunciation course design and personalized practice planning method. The AI / ML enhanced pronunciation course design and personalized practice planning method comprises the following steps: S1, forming a feature extractor of voice pronunciation editing through a neural network and machine learning; S2, scoring the pronunciation of the learner by using the obtained feature extractor; S3, establishing a pronunciation practice history database or / and a word practice history database of the learner; and S4, performing dynamic personalized practice progress arrangement by utilizing the pronunciation practice history database or / and the word practice history database. According to the invention, each learner has a personalized learning plan; the time and effort of the learner cannot be averaged to all pronunciation or practice words; and in this way, the AI / ML enhanced pronunciation course design and personalized practice planning method of the present invention saves the time of the learner, and puts the time and effort into a place that is really necessary for his / her, rather than wasting the time and effort in a place where his / her is very easy to grasp or her has already grasped.

Description

technical field [0001] The present invention relates to how to use AI / ML and big data technology to design pronunciation strengthening courses and customize personalized practice plans. The methods described here are applicable to the learning of any language. Background technique [0002] Often learning pronunciation is the first step in learning a language. Depending on the target language and the language the learner has already mastered, some phonemes may be easy for him, while others may be difficult. Taking English as an example, English has 44 phonemes, some of which are so similar that it is difficult for learners to distinguish them, such as the "th" in the words "think" and "leather". For details, see https: / / www.dyslexia-reading-well.com / 44-phonemes-in-english.html. [0003] Phonology is a branch of linguistics that deals with the systematic study of sounds in language, down to every detail of sounds. Designing pronunciation courses in accordance with phonolo...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/27G06N3/04G06N3/08G06Q10/10G06Q50/20
CPCG06N3/08G06Q10/1093G06Q50/205G06N3/045
Inventor 权进国苟大银张颢
Owner SHENZHEN GRADUATE SCHOOL TSINGHUA UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com