Unlock instant, AI-driven research and patent intelligence for your innovation.

Model training method, speech dialogue detection method and related equipment

A model training and model technology, applied in the field of communication, can solve the problem of high cost of call detection, achieve the effect of improving comprehensiveness and reducing cost

Active Publication Date: 2021-08-31
MASHANG CONSUMER FINANCE CO LTD
View PDF5 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The embodiment of the present application provides a model training method, a speech dialogue detection method and related equipment to solve the problem of high cost of call detection in the prior art

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
  • Model training method, speech dialogue detection method and related equipment
  • Model training method, speech dialogue detection method and related equipment
  • Model training method, speech dialogue detection method and related equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0043] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0044] see figure 1 , figure 1 It is a flow chart of a dialog text detection model training method provided by the embodiment of the present application, such as figure 1 shown, including the following steps:

[0045] Step 101, acquiring a target text matching a preset thesaurus in the first dialogue text to be trained, the target text including sensitive words matching the thesaurus;

[0046] In the embodiment of the present application, the above-mentioned first dialo...

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 present application provides a model training method, a speech dialogue detection method and related equipment. The method includes: obtaining a target text that matches a preset thesaurus in the first dialogue text to be trained, and the target text includes The sensitive words matched by the library; the target text is subjected to word segmentation processing to obtain a plurality of first word segmentations, and the plurality of first word segmentations include target word segmentations corresponding to the sensitive words; according to the corresponding first dialogue text The conversation sequence converts the plurality of first word segmentations into first text vectors; uses the first text vectors to train the dialogue text detection model to be trained to obtain the dialogue text detection model. The embodiment of the present application can improve the comprehensiveness of call detection coverage and reduce the cost of call detection.

Description

technical field [0001] The present application relates to the field of communication technology, and in particular to a model training method, a voice dialogue detection method and related equipment. Background technique [0002] With the development of communication technology, there are more and more demands for working by telephone. For example, in the field of consumer finance, the customer service call center handles thousands of hotline orders, return visits, and collections every day. In order to improve the standardization of telephone operations, it is usually necessary to detect the content of the call. In the prior art, manual screening is usually used for random inspection. However, in order to ensure the coverage of call detection, the amount of call data to be detected is relatively large, resulting in high cost of detection. Contents of the invention [0003] Embodiments of the present application provide a model training method, a speech dialogue detectio...

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 Patents(China)
IPC IPC(8): G06F40/289G06F40/151G06F40/30G06K9/62G06F16/35
CPCG06F40/289G06F40/151G06F40/30G06F16/35G06F18/214
Inventor 席泽西王洪斌蒋宁吴海英
Owner MASHANG CONSUMER FINANCE CO LTD