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

Training method, recognition method and device of luxury speech model

A speech model and training method technology, applied in speech recognition, speech analysis, instruments, etc., can solve the problem of low accuracy of speech recognition, achieve the effect of ensuring accuracy and avoiding insufficiency

Pending Publication Date: 2022-06-28
暗物智能科技(广州)有限公司
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, the embodiment of the present invention provides a Hausa speech model training method, recognition method and device to solve the problem of low speech recognition accuracy

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
  • Training method, recognition method and device of luxury speech model
  • Training method, recognition method and device of luxury speech model
  • Training method, recognition method and device of luxury speech model

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0055] In order to make the purposes, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments These are some embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts shall fall within the protection scope of the present invention.

[0056] According to an embodiment of the present invention, an embodiment of a training method for a Hausa speech model is provided. It should be noted that the steps shown in the flowchart of the accompanying drawings may be executed in a computer system such as a set of computer-executable instructions and, although a logical order is shown...

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 the technical field of speech recognition, in particular to a training method, a recognition method and a device of a luxaphrase speech model, and the training method comprises the steps: obtaining an English audio sample and a first text sample corresponding to the English audio sample, and a luxaphrase audio sample and a second text sample corresponding to the luxaphrase audio sample; the English audio samples and the first text samples corresponding to the English audio samples are utilized to train a luxaphin speech model, initial parameters of a convolution unit in the luxaphin speech model are determined to obtain an initial luxaphin speech model, and the luxaphin speech model comprises the convolution unit and a full connection layer connected with the convolution unit; and training the initial luxury speech model by using the luxury audio sample and the corresponding second text sample, and adjusting the initial parameters and the parameters of the full connection layer to determine a target luxury speech model. Through the transfer learning method, the problem of insufficient audio samples of the luxury language can be avoided, and the accuracy of the trained luxury language speech model is ensured.

Description

technical field [0001] The invention relates to the technical field of speech recognition, in particular to a training method, a recognition method and a device for a Hausa speech model. Background technique [0002] Speech recognition is the process of converting human voice signals into text, and it is one of the important technologies in the field of artificial intelligence perception. With the development of deep learning technology, long-term progress has been made in the accuracy and speed of speech recognition. Nowadays, speech recognition technology has penetrated into many applications in our daily life, such as smart speakers, shopping guide robots and other products. However, most of the existing speech recognition research only focuses on the languages ​​spoken by the largest number of people, such as English and Chinese, which results in the application of speech recognition is limited to more developed regions and cities. [0003] There are 6,809 languages ​​...

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
IPC IPC(8): G10L15/06G10L15/00G10L15/26
CPCG10L15/063G10L15/005
Inventor 龚科熊浩
Owner 暗物智能科技(广州)有限公司
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