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:
Feb. 04, 2020

Filed:

Nov. 09, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Blaine H. Dolph, Western Springs, IL (US);

David M. Lubensky, Brookfield, CT (US);

Mal Pattiarachi, New York, NY (US);

Marcus D. Roy, Chicago, IL (US);

Justin Weisz, Stamford, CT (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/01 (2013.01); G10L 15/06 (2013.01); G06F 3/16 (2006.01); G10L 13/04 (2013.01); G10L 15/26 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G10L 15/063 (2013.01); G06F 3/167 (2013.01); G06N 20/00 (2019.01); G10L 13/043 (2013.01); G10L 15/26 (2013.01);
Abstract

Techniques for optimizing training data within voice user interface (VUI) of an application under development are disclosed. A VUI feedback module synthesizes human speech of a training phrase. This phrase is presented upon a speaker which is simultaneously captured upon a microphone. A speech to text framework converts the synthesized training phrase into text (textualized training phrase). The VUI feedback module compares the textualized training phrase to the actual training phrase and generates a speech training data structure that identifies similarities or dissimilarities between the textualized training phrase and the actual training phrase. This data structure may be utilized by an application developer computing system to identify training data that is most venerable to misinterpretation when a user interacts with the VUI. The VUI may subsequently be adjusted to account for the vulnerabilities to improve operations or user experience of the VUI.


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