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:
Nov. 07, 2023

Filed:

May. 29, 2018
Applicant:

Cisco Technology, Inc., San Jose, CA (US);

Inventors:

Keith Griffin, County Galway, IE;

Eric Chen, Palo Alto, CA (US);

Assignee:

Cisco Technology, Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 21/00 (2013.01); G10L 25/00 (2013.01); G06N 20/00 (2019.01); G10L 15/06 (2013.01); G10L 15/02 (2006.01); G06F 18/23 (2023.01); G06F 18/40 (2023.01); G06F 18/25 (2023.01); G06V 10/98 (2022.01); G06V 10/774 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/23 (2023.01); G06F 18/253 (2023.01); G06F 18/41 (2023.01); G06V 10/774 (2022.01); G06V 10/987 (2022.01); G10L 15/02 (2013.01); G10L 15/06 (2013.01); G10L 15/063 (2013.01); G10L 2015/0631 (2013.01);
Abstract

Systems, methods, and devices are disclosed for training a model. Media data is separated into one or more clusters, each cluster based on a feature from a first model. The media data of each cluster is sampled and, based on an analysis of the sampled media data, an accuracy of the media data of each cluster is determined. The accuracy is associated with the feature from the first model. Based on a subset dataset of the media data being outside a threshold accuracy, the subset dataset is automatically forwarded to a crowd source service. Verification of the subset dataset is received from the crowd source service, and the verified subset dataset is added to the first model.


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