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

Speech recognition method and device, computer equipment and storage medium

A speech recognition and speech recognition model technology, applied in speech recognition, speech analysis, instruments, etc., can solve problems such as limiting the application of speech recognition models, and achieve the effect of reducing the recognition delay and improving the effect

Pending Publication Date: 2021-10-19
TENCENT TECH (SHENZHEN) CO LTD
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In the above technical solution, since the speech recognition model introduces future information in the speech recognition process, it will cause a certain delay, thus limiting the application of the speech recognition model in streaming speech recognition

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
  • Speech recognition method and device, computer equipment and storage medium
  • Speech recognition method and device, computer equipment and storage medium
  • Speech recognition method and device, computer equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0060] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.

[0061] Before describing the various embodiments shown in this application, several concepts involved in this application are firstly introduced:

[0062] 1) Artificial Intelligence (AI)

[0063] Artificial intelligence is the theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human int...

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 speech recognition method and device, computer equipment and a storage medium, and relates to the technical field of speech recognition. The method comprises the following steps: processing streaming voice data through a speech recognition model to obtain a speech recognition text, wherein the speech recognition model is constructed based on a network search model, the network search model is obtained by performing neural network structure search on an initial network through a voice training sample, operation elements among the plurality of feature aggregation nodes contained in the initial network comprise a first type of operation elements, and a first operation space corresponding to the first type of operation elements comprises specified operation independent of future data; and outputting the speech recognition text. According to the scheme, under the condition that the accuracy of speech recognition is ensured, the recognition time delay in a streaming speech recognition scene is reduced, and the streaming speech recognition effect is improved.

Description

technical field [0001] The present application relates to the technical field of speech recognition, in particular to a speech recognition method, device, computer equipment and storage medium. Background technique [0002] Speech recognition is a technology for recognizing speech as text, which has a wide range of applications in various artificial intelligence (AI) scenarios. [0003] In related technologies, in order to ensure the accuracy of speech recognition, the speech recognition model needs to refer to the context information of the speech during the process of recognizing the input speech, that is, when recognizing the speech data, it needs to combine the speech Identify the historical information and future information of the data. [0004] In the above technical solution, because the speech recognition model introduces future information in the speech recognition process, it will cause a certain delay, thereby limiting the application of the speech recognition m...

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): G10L15/06G10L15/16G10L15/26
CPCG10L15/063G10L15/16G10L15/26G10L15/02G10L2015/025
Inventor 苏丹贺利强
Owner TENCENT TECH (SHENZHEN) CO LTD