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Speech model update method and device based on user behavior log

A technology of speech model and update method, which is applied in speech analysis, speech recognition, special data processing applications, etc. It can solve the problems of reduced accuracy of new phrase recognition and reduced reliability of speech recognition, and achieve the effect of improving reliability

Active Publication Date: 2015-11-25
BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, due to the continuous update of the surrounding environment and current affairs background, many new phrases will appear, such as popular Internet words such as Shanzhai, Leiren, and Diaosi. Therefore, still using the existing speech model for speech recognition will lead to these new phrases. The recognition accuracy of the phrase is reduced, which leads to a reduction in the reliability of speech recognition

Method used

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  • Speech model update method and device based on user behavior log
  • Speech model update method and device based on user behavior log

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Embodiment Construction

[0043] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0044] It should be noted that the terminals involved in the embodiments of the present invention may include but not limited to mobile phones, personal digital assistants (Personal Digital Assistant, PDA), wireless handheld devices, wireless netbooks, personal computers, portable computers, MP3 players, MP4 players Wait.

[0045] In addition, th...

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Abstract

The invention provides a user behavior log-based method and a user behavior log-based device for updating a voice model. According to the embodiment of the invention, high-frequency word groups and / or new word groups are extracted according to an acquired user behavior log, further, a word list is updated according to the high-frequency word groups and / or the new word groups, so that the voice model can be trained by utilizing the updated word list, and thus, voice recognition can be performed by utilizing a trained new voice model, and as the word list is updated according to the user behavior log, the new voice model can be trained, and thus, the problem that the voice recognition accuracy is reduced by adopting a traditional voice model due to the fact that the new word groups arise in the prior part can be avoided, and therefore, the reliability of the voice recognition is improved.

Description

【Technical field】 [0001] The invention relates to speech recognition technology, in particular to a speech model updating method and device based on user behavior logs. 【Background technique】 [0002] With the development of communication technology, the terminal integrates more and more functions, so that the system function list of the terminal includes more and more corresponding applications, for example, applications installed in the computer, third-party smart phones Installed applications (Application, APP), etc. Some applications involve some voice recognition services, for example, voice input in instant messaging software such as QQ and WeChat, and voice input in Baidu Maps. In the prior art, the speech processing engine can use the received speech data as an input to run a speech model to obtain a recognition result. [0003] However, due to the continuous update of the surrounding environment and current affairs background, many new phrases will appear, such as...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G10L15/07G06F17/30
Inventor 曹立新
Owner BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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