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US Patent 9437189 Generating language models

Patent 9437189 was granted and assigned to Google on September, 2016 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Applicant
Google
Google
1
Current Assignee
Google
Google
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
94371891
Patent Inventor Names
Mark Edward Epstein1
Lucy Vasserman1
Date of Patent
September 6, 2016
1
Patent Application Number
142900901
Date Filed
May 29, 2014
1
Patent Citations Received
‌
US Patent 12061752 Attention aware virtual assistant dismissal
2
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US Patent 11804218 Scalable dynamic class language modeling
‌
US Patent 11837237 User-specific acoustic models
3
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US Patent 11853647 Proactive assistance based on dialog communication between devices
4
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US Patent 11907436 Raise to speak
5
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US Patent 11924254 Digital assistant hardware abstraction
6
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US Patent 11979836 Method and system for operating a multi-function portable electronic device using voice-activation
7
‌
US Patent 11928604 Method and apparatus for building an intelligent automated assistant
8
...
Patent Primary Examiner
‌
Francisco Aponte
1
Patent abstract

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating language models. In some implementations, data is accessed that indicates a set of classes corresponding to a concept. A first language model is generated in which a first class represents the concept. A second language model is generated in which second classes represent the concept. Output of the first language model and the second language model is obtained, and the outputs are evaluated. A class from the set of classes is selected based on evaluating the output of the first language model and the output of the second language model. In some implementations, the first class and the second class are selected from a parse tree or other data that indicates relationships among the classes in the set of classes.

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