The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 12, 2020

Filed:

Mar. 13, 2018
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Meryem Pinar Donmez Ediz, Redmond, WA (US);

Ranjitha Gurunath Kulkarni, Sunnyvale, CA (US);

Shuangyu Chang, Redmond, WA (US);

Nitin Kamra, Los Angeles, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/00 (2013.01); G10L 15/197 (2013.01); G10L 15/22 (2006.01); G10L 15/01 (2013.01); G10L 15/07 (2013.01); G10L 15/18 (2013.01); G10L 15/183 (2013.01);
U.S. Cl.
CPC ...
G10L 15/197 (2013.01); G10L 15/01 (2013.01); G10L 15/07 (2013.01); G10L 15/183 (2013.01); G10L 15/1815 (2013.01); G10L 15/22 (2013.01); G10L 15/1822 (2013.01); G10L 2015/223 (2013.01);
Abstract

Disclosed in various examples are methods, systems, and machine-readable mediums for providing improved computer implemented speech recognition by detecting and correcting speech recognition errors during a speech session. The system recognizes repeated speech commands from a user in a speech session that are similar or identical to each other. To correct these repeated errors, the system creates a customized language model that is then utilized by the language modeler to produce a refined prediction of the meaning of the repeated speech commands. The custom language model may comprise clusters of similar past predictions of speech commands from the speech session of the user.


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