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:
Dec. 05, 2023

Filed:

Oct. 21, 2020
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Jason Pelecanos, Mountain View, CA (US);

Pu-sen Chao, Mountain View, CA (US);

Yiling Huang, Mountain View, CA (US);

Quan Wang, Hoboken, NJ (US);

Assignee:

Google LLC, Mountain View, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G10L 17/12 (2013.01); G06N 3/08 (2023.01); G10L 17/18 (2013.01); G10L 25/30 (2013.01); G10L 25/51 (2013.01); G06N 3/04 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G10L 17/12 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G10L 17/18 (2013.01); G10L 25/30 (2013.01); G10L 25/51 (2013.01);
Abstract

A method for evaluating a verification model includes receiving a first and a second set of verification results where each verification result indicates whether a primary model or an alternative model verifies an identity of a user as a registered user. The method further includes identifying each verification result in the first and second sets that includes a performance metric. The method also includes determining a first score of the primary model based on a number of the verification results identified in the first set that includes the performance metric and determining a second score of the alternative model based on a number of the verification results identified in the second set that includes the performance metric. The method further includes determining whether a verification capability of the alternative model is better than a verification capability of the primary model based on the first score and the second score.


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