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:
Apr. 14, 2025

Filed:

Jul. 02, 2023
Applicant:

Sony Interactive Entertainment Inc., Tokyo, JP;

Inventor:

Sudha Krishnamurthy, Foster City, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/084 (2022.12); G06F 16/68 (2018.12); G06N 3/045 (2022.12); G06N 20/00 (2018.12); G10L 15/16 (2005.12);
U.S. Cl.
CPC ...
G06N 3/084 (2012.12); G06F 16/68 (2018.12); G06N 3/045 (2022.12); G06N 20/00 (2018.12); G10L 15/16 (2012.12);
Abstract

A Sound effect recommendation network is trained using a machine learning algorithm with a reference image, a positive audio embedding and a negative audio embedding as inputs to train a visual-to-audio correlation neural network to output a smaller distance between the positive audio embedding and the reference image than the negative audio embedding and the reference image. The visual-to-audio correlation neural network is trained to identify one or more visual elements in the reference image and map the one or more visual elements to one or more sound categories or subcategories within an audio database.


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