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:
May. 31, 2022
Filed:
Jan. 22, 2021
Applicant:
Dell Products L.p., Round Rock, TX (US);
Inventors:
Deepak Gowda, Cary, NC (US);
Sathish Kumar Bikumala, Round Rock, TX (US);
Assignee:
Dell Products L.P., Round Rock, TX (US);
Primary Examiner:
Int. Cl.
CPC ...
H04R 29/00 (2006.01); G10L 25/51 (2013.01); G10L 25/30 (2013.01); G11B 27/36 (2006.01); G06N 3/08 (2006.01); H04R 1/08 (2006.01);
U.S. Cl.
CPC ...
G10L 25/51 (2013.01); G06N 3/08 (2013.01); G10L 25/30 (2013.01); G11B 27/36 (2013.01); H04R 1/08 (2013.01);
Abstract
A method, system, and computer-usable medium are disclosed for classifying audio detected during operation of a hard disk drive to determine the status of the hard disk drive. One general aspect of the disclosure is directed to a system in which digital audio corresponding to audio detected by an audio transducer in proximity to moving mechanical components of a hard disk drive is recorded. The recorded digital audio is classified, using a trained machine learning model, to provide a health status of the hard disk drive based on the classification.