Text processing method and device, model training method and device, storage medium and computer equipment

A text processing and model technology, applied in the computer field, can solve problems such as low text processing efficiency, and achieve the effect of improving text processing efficiency, reducing model calculation amount, and improving speech synthesis effect.

Active Publication Date: 2018-07-20
TENCENT TECH (SHENZHEN) CO LTD
View PDF10 Cites 24 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Based on this, it is necessary to provide a text processing, model training method, device, storage medium and computer equipment for the problem of low text processing efficiency in traditional technologies

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
  • Text processing method and device, model training method and device, storage medium and computer equipment
  • Text processing method and device, model training method and device, storage medium and computer equipment
  • Text processing method and device, model training method and device, storage medium and computer equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0061] In order to make the object, technical solution and advantages 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.

[0062] figure 1 It is a schematic flowchart of a text processing method in an embodiment. This embodiment is mainly described by taking the method applied to computer equipment as an example. refer to figure 1 , the text processing method specifically includes the following steps:

[0063] S102, acquiring target text.

[0064] Wherein, the target text is text data to be processed and then synthesized into speech. Text data is a sequence of more than one character strings. Target text such as "Sincere greetings and best wishes" or "Akayev agrees with this", etc.

[0065] Specifically, the com...

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 a text processing method and device, a model training method and device, a storage medium and computer equipment. The text processing method comprises the steps of obtaining atarget text; performing vectorization on each word forming the target text to obtain a word vector sequence; inputting the word vector sequence into a rhythm prediction model, processing the word vectors according to a sequence of the word vectors in the word vector sequence in a hidden layer of the rhythm prediction model to obtain a semantic vector sequence; and outputting a predicted rhythm tag sequence obtained by mapping of the semantic vector sequence through an output layer of the rhythm prediction model. The scheme provided by the invention improves the text processing efficiency.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a text processing and model training method, device, storage medium and computer equipment. Background technique [0002] With the development of computer technology, the application of speech synthesis is becoming more and more extensive, such as audiobooks, automatic news broadcasts or voice navigation sounds. With the improvement of living standards, people's speech synthesis is not only satisfied with simply converting text into speech, but also requires the synthesized speech to be more in line with the speaking style of natural people. [0003] In the traditional technology, in the text processing stage of speech synthesis, the target text is usually processed by manual word segmentation, pronunciation labeling and prosody labeling, and then the text carrying the labeling is converted into speech, so as to ensure that the synthesized speech truly reflects the natu...

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): G10L13/08G10L13/10G06F17/27
CPCG06F40/289G06F40/30G10L13/08G10L13/10
Inventor 陈静聪王新亮李斌卢鲤李新辉
Owner TENCENT TECH (SHENZHEN) CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap