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:
Sep. 13, 2022

Filed:

Dec. 12, 2019
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Rahul Ravu, Seattle, WA (US);

Ye He, Kirkland, WA (US);

Felix Xiaomeng Wu, Seattle, WA (US);

John Dunavent, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 17/00 (2013.01); G06F 3/16 (2006.01); H04L 9/00 (2022.01); G10L 15/22 (2006.01); G10L 15/18 (2013.01); H04L 9/06 (2006.01); G10L 15/26 (2006.01);
U.S. Cl.
CPC ...
G10L 15/22 (2013.01); G06F 3/167 (2013.01); G10L 15/18 (2013.01); G10L 15/26 (2013.01); H04L 9/0643 (2013.01); G10L 2015/223 (2013.01);
Abstract

Techniques for performing tests by a speech processing system are described. A speech processing system may apply a hash function to a group of user identifiers, a content provider identifier, and time data to segment the group of user identifiers into non-holdout, holdout control, and holdout treatment groups. A non-holdout group represents users not subject to a test for a duration of time. A holdout control group represents users subject to a test for the duration of time, but which do not receive unresponsive content during the duration of time. A holdout treatment group represents users subject to a test and which receive unresponsive content over the duration of time. User activity of the holdout control and holdout treatment groups may be compared to measure an effectiveness of the unresponsive content. The measured effectiveness may be used to determine a ranking of the content provider at runtime.


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