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A Speech Recognition Model Applied in Power Industry

A speech recognition model, a technology in the power industry, applied in speech recognition, speech analysis, biological neural network models, etc., can solve the problems of difficult model training and inability to adapt to specific fields, so as to enhance learning ability and enhance Robust, Posterior Probability Accurate Effects

Inactive Publication Date: 2022-02-11
CHINA SOUTHERN POWER GRID COMPANY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the model is difficult to train and cannot be well adapted to specific fields.

Method used

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  • A Speech Recognition Model Applied in Power Industry
  • A Speech Recognition Model Applied in Power Industry
  • A Speech Recognition Model Applied in Power Industry

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Embodiment Construction

[0035] The model solutions in the embodiments of the present invention will be fully described below in conjunction with the accompanying drawings in the embodiments of the present invention. Apparently, the described embodiments are only a part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0036] see figure 1 , the present invention provides a kind of speech recognition model that is applied to electric power industry, the formation step of this speech recognition model is:

[0037] Step 1: Carry out data enhancement and data migration on the voice signal to increase the training data. The voice signal is the voice signal of regional information and the general voice signal of the power industry; in the embodiment of the present invention, the data en...

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Abstract

The invention relates to the technical field of artificial intelligence customer service and intelligent voice analysis, and specifically discloses a voice recognition model applied to the electric power industry, including: pre-processing voice data; the voice data includes the specific voice of the power industry and voice data with regional characteristics ( such as dialects); extract speech features respectively; train the speech features; obtain a speech recognition model suitable for the electric power industry. Voice recognition is more efficient and can recognize the voices of people in different regions without manual intervention, greatly reducing labor costs.

Description

technical field [0001] The invention relates to the technical field of speech recognition, in particular to a speech recognition model applied in the electric power industry. Background technique [0002] With the continuous development of power industry applications in recent years and the rapid development of the smart grid field, China's power grid has formed a cross-regional and inter-provincial UHV AC-DC hybrid power grid that spans a huge time and space. The field of power dispatching and even customer service needs efficient coordination to jointly deal with large impacts, disturbances, and cascading failures of the power grid. [0003] In the traditional power dispatching interaction method, when dealing with large-scale power grid accidents, there is information congestion caused by multiple telephone calls at the same time, causing serious consequences. The dispatching information between levels is isolated from each other, forming an information island, which cann...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G10L15/06G10L15/16G10L15/07G10L15/02G10L15/26G06N3/04G06N3/08
CPCG10L15/063G10L15/16G10L15/07G10L15/02G06N3/08G10L15/26G06N3/045
Inventor 曾时博洪丹轲黄昱胡飞飞刘丽舒然范俊成梁寿愚王科张坤方文崇
Owner CHINA SOUTHERN POWER GRID COMPANY