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.:
Date of Patent:
Dec. 16, 2025
Filed:
Nov. 11, 2022
Synaptics Incorporated, San Jose, CA (US);
Saeed Mosayyebpour Kaskari, Irvine, CA (US);
Atabak Pouya, Irvine, CA (US);
Synaptics Incorporated, San Jose, CA (US);
Abstract
A method of training neural networks may include receiving a sequence of audio frames, and mapping a first audio frame in the sequence of audio frames to a first output frame based on a neural network. The first output frame may represent a noise-invariant component of the first audio frame. The method may also include determining a first loss value based on differences between the first output frame and a first ground truth frame. The method may include mapping the first audio frame to a second output frame based on the neural network. The second output frame may represent a noise-variant component of the first audio frame. The method may further include determining a second loss value based on differences between the second output frame and a second ground truth frame, and updating the neural network based at least in part on the first and second loss values.