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Speech recognition method and device, electronic equipment and readable storage medium

A technology of speech recognition and speech recognition model, which is applied in speech recognition, speech analysis, instruments, etc., and can solve the problems of complexity, poor recognition effect and low accuracy.

Active Publication Date: 2021-04-16
北京远鉴信息技术有限公司
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Problems solved by technology

The recognition of general-purpose instructions and system control instructions can be completed by using the existing Mandarin recognition method. However, due to the complexity of equipment control instructions, rich pronunciation types and writing formats, the existing speech recognition method is used to recognize such instructions. For equipment control commands, the recognition effect is poor, resulting in low matching accuracy when the intelligent system, intelligent equipment or inspection robot is docked with the power system

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  • Speech recognition method and device, electronic equipment and readable storage medium
  • Speech recognition method and device, electronic equipment and readable storage medium
  • Speech recognition method and device, electronic equipment and readable storage medium

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Embodiment Construction

[0048] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, every other embodiment obtained by those skilled in the art withou...

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Abstract

The invention provides a voice recognition method and device, electronic equipment and a readable storage medium, and the method comprises the steps: inputting an obtained to-be-recognized voice signal into a pre-trained voice recognition model, and obtaining a recognition text matched with the to-be-recognized voice signal; wherein the speech recognition model comprises an acoustic model and a language model, the language model is generated by interpolation of a basic language model and a special language model, and the special language model is obtained by training a word segmentation text obtained by word segmentation of a structured instruction text, an extended text corresponding to the word segmentation text and an extended pronunciation dictionary corresponding to the word segmentation text; and the expanded pronunciation dictionary is obtained by expanding an initial pronunciation dictionary, and finally a voice instruction corresponding to the recognition text is determined. According to the method, the recognition accuracy of Chinese and English letter mixing, professional vocabularies in the proprietary field and Chinese and few word mixing can be improved, and the matching accuracy when an intelligent system, intelligent equipment or an inspection robot is in butt joint with an electric power system is effectively improved.

Description

technical field [0001] The present application relates to the field of intelligent voice technology, and in particular, to a voice recognition method, device, electronic equipment and readable storage medium. Background technique [0002] The normal operation of the substation is directly related to the stability and safety of the entire power system. With the development of science and technology, more and more intelligent systems, intelligent equipment and inspection robots are applied to the management of substations to improve the safety and accuracy of inspections. , among which, the vast majority of smart devices are controlled by voice commands. [0003] Voice commands used in substations mainly include general commands, system control commands and equipment control commands. The recognition of general-purpose instructions and system control instructions can be completed by using the existing Mandarin recognition method. However, due to the complexity of equipment co...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10L15/26G10L15/06G10L15/22G10L15/28
Inventor 胡广宇邓菁吴富章
Owner 北京远鉴信息技术有限公司
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