User voice data processing method and device and electronic equipment

A technology of voice data and processing methods, applied in voice analysis, voice recognition, instruments, etc., can solve the problems of increased model calculation complexity and no solution, so as to improve overall satisfaction, fast and accurate recognition, and improve business processing efficiency Effect

Pending Publication Date: 2022-04-12
SHANGHAI QIYUE INFORMATION TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For the first part of the reason, researchers can solve the problem by expanding the data set, which is often the first choice to solve the long-tail problem, but too much data often increases the computational complexity of the model; for the second reason, more is There is no good solution to solve it from business logic and business scenarios

Method used

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  • User voice data processing method and device and electronic equipment
  • User voice data processing method and device and electronic equipment
  • User voice data processing method and device and electronic equipment

Examples

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Embodiment Construction

[0033] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this application will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The same reference numerals denote the same or similar parts in the drawings, and thus their repeated descriptions will be omitted.

[0034] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of the embodiments of the application. However, those skilled in the art will appreciate that the technical solutions of the present application may be practiced without one or more ...

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Abstract

The invention relates to a user voice data processing method and device, electronic equipment and a computer readable medium. The method comprises the following steps: acquiring voice data from a user; inputting the voice data into an acoustic model to generate multiple pieces of phoneme data; the phoneme data are input into a pronunciation model, a multi-dimensional character query matrix is generated, the multi-dimensional character query matrix comprises a plurality of dimensions, and each dimension comprises a plurality of characters and probability values corresponding to the characters; inputting the multi-dimensional character query matrix into a language model to generate a semantic text; and generating response data based on the semantic text to be fed back to the user. According to the user voice data processing method and device, the electronic equipment and the computer readable medium, the voice data of the user can be quickly and accurately recognized, so that interaction with the user is smoother, the instruction of the user is quickly responded, the overall satisfaction degree of the user is improved, and the service processing efficiency is improved.

Description

technical field [0001] The present application relates to the field of computer information processing, in particular, to a user voice data processing method, device, electronic equipment, and computer-readable medium. Background technique [0002] Based on technologies such as speech recognition and synthesis, machine learning, and natural language understanding, the intelligent voice robot automatically initiates the outbound call task of the intelligent voice robot according to the business scenario, collects business results through the voice dialogue interaction between humans and robots, and performs statistical processing on the data. Get user feedback. The intelligent voice robot is a conversational intelligent voice robot for developers, which can realize intelligent conversations based on natural language processing on different message terminals, such as websites, APPs, and physical robots. Users can configure their own unique knowledge base to achieve intelligen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10L15/197G10L15/22G10L15/06
Inventor 郑渊中叶峰朱小波疏北平
Owner SHANGHAI QIYUE INFORMATION TECH CO LTD
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