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:
Mar. 17, 2020

Filed:

Mar. 07, 2018
Applicant:

Fanuc Corporation, Yamanashi, JP;

Inventor:

Kenichiro Oguri, Yamanashi, JP;

Assignee:

FANUC CORPORATION, Yamanashi, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G10L 15/22 (2006.01); G10L 15/07 (2013.01); G06N 3/08 (2006.01); G10L 15/02 (2006.01); G10L 15/06 (2013.01); G06N 7/00 (2006.01); G10L 25/84 (2013.01); G10L 25/21 (2013.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/08 (2013.01); G10L 15/02 (2013.01); G10L 15/063 (2013.01); G10L 15/075 (2013.01); G10L 15/22 (2013.01); G06N 7/005 (2013.01); G06N 20/20 (2019.01); G10L 25/21 (2013.01); G10L 25/84 (2013.01); Y02P 90/02 (2015.11);
Abstract

To provide a learning model construction device, abnormality detection device, abnormality detection system and server for performing abnormality detection using sound information of the surroundings of a production apparatus. A learning model construction device includes a voice acquisition unit that acquires voice data including the voice of an operator located in the vicinity of a production apparatus, via a mic; a label acquisition unit that acquires an abnormality degree related to a production line including the production apparatus as a label; and a learning unit that constructs a learning model for the abnormality degree, by performing supervised learning with a group of voice data and label as training data.


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