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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 12591772 B1

PDFFull Text
Date of Patent:
Mar. 31, 2026

Filed:

Dec. 03, 2021

Techniques for training identity transfer models

Applicant:

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

Inventors:

Wenbin Ouyang, Redmond, WA (US);

Naveen Sudhakaran Nair, Issaquah, WA (US);

Assignee:

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

Attorney:

Eversheds Sutherland (US) LLP

Primary Examiner:

Kc Chen

Assistant Examiner:

Kuang F Chen

Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/045 (2023.01); G06V 10/25 (2022.01); G06V 40/16 (2022.01); G10L 21/013 (2013.01); G10L 21/10 (2013.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/045 (2023.01); G06V 10/25 (2022.01); G06V 40/161 (2022.01); G10L 21/013 (2013.01); G10L 21/10 (2013.01);
Abstract

Systems, devices, and methods are provided for training and/or inferencing using machine-learning models. In at least one embodiment, an identity embedding and a content embedding are extracted from training media data, such as training audio data and/or training visual data. The identity embedding may encode information relating to a person's voice and/or visual properties. A decoder may be trained to create synthetic media, such as audio and visual content, based on identity and content embeddings.

Find Patent Forward Citations

Ouyang, Wenbin. (2026). Techniques for training identity transfer models (U.S. Patent No. 12591772). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12591772

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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