Methods and systems for providing speech recognition systems based on speech recordings logs

A recording and internal identification technology, applied in the system field, can solve problems such as user input confusion

Active Publication Date: 2015-10-07
GOOGLE LLC
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  • Summary
  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

Additionally, voice recognition systems can detect background noise, wind, or other disturbances that can be confused with input from the user
speech recognition systems may have to overcome these and other hurdles in order to work correctly

Method used

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  • Methods and systems for providing speech recognition systems based on speech recordings logs
  • Methods and systems for providing speech recognition systems based on speech recordings logs
  • Methods and systems for providing speech recognition systems based on speech recordings logs

Examples

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Embodiment Construction

[0012] The following detailed description describes various features and functions of the disclosed systems and methods with reference to the accompanying drawings. In the drawings, similar symbols identify similar components, unless context dictates otherwise. The illustrative system and method embodiments described herein are not intended to be limiting. It can be readily appreciated that certain aspects of the disclosed systems and methods can be arranged and combined in a wide variety of different configurations, all of which are contemplated herein.

[0013] The following detailed description may disclose methods and systems for creating and improving voice recognition systems from voice recording logs. In one aspect, a system having one or more entities can be configured to perform the methods described herein. The system can be configured to receive from a client device (eg, a mobile device) one or more data logs comprising records of one or more spoken queries. A cl...

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Abstract

Examples of methods and systems for providing speech recognition systems based on speech recordings logs are described. In some examples, a method may be performed by a computing device within a system to generate modified data logs to use as a training data set for an acoustic model for a particular language. A device may receive one or more data logs that comprise at least one or more recordings of spoken queries and transcribe the recordings. Based on comparisons, the device may identify any transcriptions that may be indicative of noise and may remove those transcriptions indicative of noise from the data logs. Further, the device may remove unwanted transcriptions from the data logs and the device may provide the modified data logs as a training data set to one or more acoustic models for particular languages.

Description

Background technique [0001] Computing devices include various combinations of hardware and software that enable users to interact with computing systems, among other things. One example of a modern user interface is "voice control," which may allow a user to provide voice data to a voice recognition module of a computing system. This data can be received by the speech recognition module, converted to text and processed, and can ultimately be used by the computing system as the basis for performing certain computing functions. The speech recognition module is still more useful for users who need both free use of their hands and control of the computing device. For example, a physician performing a surgical procedure may utilize a voice recognition module to execute commands on a computing device while using his or her hands to operate on a patient. [0002] A speech recognition system may need to learn how a user utters the various sounds of a speech by processing a large dat...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10L15/065
CPCG10L15/065G10L15/32G10L2015/0636
Inventor P.J.M.门吉巴E.温斯坦
Owner GOOGLE LLC
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