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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 12530532 B1

PDFFull Text
Date of Patent:
Jan. 20, 2026

Filed:

Nov. 16, 2020

Methods and systems for multimodal content analytics

Applicant:

Comcast Cable Communications, Llc, Philadelphia, PA (US);

Inventors:

MD Mahmudul Hasan, Arlington, VA (US);

Aya Abdelsalam Ismail, College Park, MD (US);

Faisal Ishtiaq, Plainfield, IL (US);

Assignee:

Comcast Cable Communications, LLC, Philadelphia, PA (US);

Attorney:

Ballard Spahr LLP

Primary Examiner:

Abdelali Serrou

Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06V 10/764 (2022.01); G06V 10/772 (2022.01); G06V 10/776 (2022.01); G06V 10/82 (2022.01); G06V 20/40 (2022.01); G06V 20/62 (2022.01); G06V 40/16 (2022.01); G10L 15/16 (2006.01); G10L 15/183 (2013.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06V 10/764 (2022.01); G06V 10/772 (2022.01); G06V 10/776 (2022.01); G06V 10/82 (2022.01); G06V 20/41 (2022.01); G06V 20/635 (2022.01); G06V 40/174 (2022.01); G10L 15/16 (2013.01); G10L 15/183 (2013.01);
Abstract

A modality attention network (MAN) may analyze a content item (e.g., video, multimedia, live communications, etc.) and accurately determine (e.g., recognize, identify, predict, etc.) an expression, such as an emotion. The MAN is scalable and may include subnetworks pre-trained independently for a specific modality. Pre-training each subnetwork allows better learning of intra-modal dynamics and may produce a more accurate result for a specific task than traditional modality fusion techniques.

Find Patent Forward Citations

Quick Actions:

Hasan, MD. (2026). Methods and systems for multimodal content analytics (U.S. Patent No. 12530532). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12530532

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