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:
Jul. 07, 2020

Filed:

May. 01, 2018
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Christopher Wiswall Greene, Seattle, WA (US);

Krishnamurthy Ganesan, Redmond, WA (US);

Kunal Chandha, Kirkland, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/00 (2013.01); G10L 15/22 (2006.01); G10L 15/06 (2013.01); G10L 15/30 (2013.01); G10L 15/18 (2013.01); G06N 20/00 (2019.01); G10L 15/08 (2006.01);
U.S. Cl.
CPC ...
G10L 15/22 (2013.01); G06N 20/00 (2019.01); G10L 15/063 (2013.01); G10L 15/1815 (2013.01); G10L 15/30 (2013.01); G10L 2015/088 (2013.01);
Abstract

A processing device receives a multi-dimensional input associated with audio data representing an utterance received by a speech-detection device, the multi-dimensional input comprising a speaker identifier (ID) of a speaker of the utterance and a device ID of the speech-detection device. The processing device processes the multi-dimensional input using a first machine learning model associated with at least one of the device ID or the speaker ID to determine a first anomaly rating for the utterance. The processing device determines that the first anomaly rating is above a first anomaly threshold. The processing device determines that the utterance is classified as an anomaly and performs a remedial action.


Find Patent Forward Citations

Greene, Christopher. (2020). Anomaly detection for voice controlled devices (U.S. Patent No. 10706848). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10706848

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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