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:
Aug. 22, 2023

Filed:

Mar. 20, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Marco Noel, Quebec, CA;

Andrew R. Freed, Cary, NC (US);

Victor Povar, Vancouver, CA;

Shane Michael Kilmon, Tyngsborough, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/18 (2013.01); G10L 15/04 (2013.01); G06N 20/00 (2019.01); G06F 40/205 (2020.01); G06F 40/289 (2020.01); G10L 15/26 (2006.01);
U.S. Cl.
CPC ...
G10L 15/18 (2013.01); G06F 40/205 (2020.01); G06F 40/289 (2020.01); G06N 20/00 (2019.01); G10L 15/04 (2013.01); G10L 15/26 (2013.01);
Abstract

A method, system, and computer program product for recognizing, and training to recognize, alphanumeric speech data inputs. The method may include segmenting a data input into a sequential n-gram chunks based on a predetermined rule, where the data input is received through speech recognition. The method may also include receiving metadata regarding characteristics of the data input. The method may also include generating a language model based on the metadata. The method may also include generating a first set of language model variations of the data input. The method may also include training the language model based on at least the first set of language model variations. The method may also include generating one or more alternatives for the data input using the trained language model. The method may also include transmitting an output including the one or more alternatives for the data input.


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