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:
Feb. 17, 2026

Filed:

Aug. 04, 2021
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Vikramjit Mitra, Fremont, CA (US);

Agni Kumar, Milton, GA (US);

Carolyn R. Oliver, Sunnyvale, CA (US);

Adeeti V. Ullal, Emerald Hills, CA (US);

Matthew Biddulph, San Francisco, CA (US);

Irida Mance, San Francisco, CA (US);

Assignee:

Apple Inc., Cupertino, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61B 5/0205 (2006.01); A61B 5/00 (2006.01); A61B 5/024 (2006.01); A61B 5/08 (2006.01); A63B 24/00 (2006.01); G06N 20/00 (2019.01); G10L 25/66 (2013.01); H04R 3/00 (2006.01);
U.S. Cl.
CPC ...
A61B 5/0205 (2013.01); A61B 5/02438 (2013.01); A61B 5/0816 (2013.01); A61B 5/6898 (2013.01); A61B 5/7267 (2013.01); A63B 24/0062 (2013.01); G06N 20/00 (2019.01); G10L 25/66 (2013.01); H04R 3/005 (2013.01); A63B 2230/045 (2013.01); A63B 2230/42 (2013.01);
Abstract

The subject technology provides a framework for estimating respiratory rates from audio data recordings. A multi-task learning network may be trained to output respiratory rates, breathing conditions, and/or noise conditions based on input audio data recordings. The audio data recordings may be generated using wearable audio devices with near-field microphones. The respiratory rates may be provided along with other workout information by a health application of an electronic device. Additional sensor data and/or health data may be used in combination with the audio data and/or the respiratory rates and/or breathing conditions for respiratory and/or other health monitoring by an electronic device.


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