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:
Nov. 09, 2021

Filed:

Jan. 24, 2020
Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Oren Sar Shalom, Nes Ziona, IL;

Yair Horesh, Kfar Sava, IL;

Alexander Zhicharevich, Hod Hasharon, IL;

Elik Sror, Hod Hasharon, IL;

Adi Shalev, Herzliya, IL;

Yehezkel Shraga Resheff, Jerusalem, IL;

Assignee:

Intuit Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/187 (2013.01); G10L 15/06 (2013.01); G10L 15/22 (2006.01); H04M 3/50 (2006.01); G06N 20/00 (2019.01); G10L 15/02 (2006.01);
U.S. Cl.
CPC ...
G10L 15/187 (2013.01); G06N 20/00 (2019.01); G10L 15/02 (2013.01); G10L 15/063 (2013.01); G10L 15/22 (2013.01); H04M 3/50 (2013.01); G10L 2015/025 (2013.01); H04M 2203/40 (2013.01);
Abstract

A method for improving a transcription may include identifying, in the transcription, reliable channel tokens of an utterance of a reliable channel and an unreliable channel token of an utterance of an unreliable channel, and generating, using a machine learning model, a vector embedding for the unreliable channel token and vector embeddings for the reliable channel tokens. The method may further include calculating vector distances between the vector embedding and the vector embeddings, and generating, for the unreliable channel token and using the vector distances, a score corresponding to a reliable channel token. The method may further include determining that the score is within a threshold score, and in response to determining that the score is within the threshold score, replacing, in the transcription, the unreliable channel token with the reliable channel token.


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