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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.

Patent No.:

US 11989939 B1

PDFFull Text
Date of Patent:
May. 21, 2024

Filed:

Jul. 28, 2021

System and method for enhancing machine learning model for audio/video understanding using gated multi-level attention and temporal adversarial training

Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Saurabh Sahu, San Bruno, CA (US);

Palash Goyal, San Jose, CA (US);

Assignee:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Attorney:
Primary Examiner:

Dov Popovici

Int. Cl.
CPC ...
G06V 20/40 (2022.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06V 20/41 (2022.01); G06F 18/214 (2023.01);
Abstract

A method includes obtaining, using at least one processor, audio/video content. The method also includes processing, using the at least one processor, the audio/video content with a trained attention-based machine learning model to classify the audio/video content. Processing the audio/video content includes, using the trained attention-based machine learning model, generating a global representation of the audio/video content based on the audio/video content, generating a local representation of the audio/video content based on different portions of the audio/video content, and combining the global representation of the audio/video content and the local representation of the audio/video content to generate an output representation of the audio/video content. The audio/video content is classified based on the output representation.

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Quick Actions:

Sahu, Saurabh. (2024). System and method for enhancing machine learning model for audio/video understanding using gated multi-level attention and temporal adversarial training (U.S. Patent No. 11989939). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11989939

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