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.:

US 11094326 B1

PDF
Full Text
Expired
Date of Patent:
Aug. 17, 2021

Filed:

Aug. 06, 2018
Applicant:

Cisco Technology, Inc., San Jose, CA (US);

Inventors:

Ahmad Abdulkader, Palo Alto, CA (US);

Mohamed Gamal Mohamed Mahmoud, Santa Clara, CA (US);

Assignee:

CISCO TECHNOLOGY, INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G10L 15/26 (2006.01); G10L 15/16 (2006.01); G10L 15/32 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G10L 15/26 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G10L 15/16 (2013.01); G10L 15/32 (2013.01);
Abstract

One embodiment of the present invention sets forth a technique for performing ensemble modeling of ASR output. The technique includes generating input to a machine learning model from snippets of voice activity in the recording and transcriptions produced by multiple automatic speech recognition (ASR) engines from the recording. The technique also includes applying the machine learning model to the input to select, based on transcriptions of the snippet produced by at least one contributor ASR engine of the multiple ASR engines and at least one selector ASR engine of the multiple ASR engines, a best transcription of the snippet from possible transcriptions of the snippet produced by the multiple ASR engines. The technique further includes storing the best transcription in association with the snippet.


Find Patent Forward Citations

Abdulkader, Ahmad. (2021). Ensemble modeling of automatic speech recognition output (U.S. Patent No. 11094326). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11094326

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