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:
Apr. 29, 2025

Filed:

Sep. 01, 2023
Applicant:

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

Inventors:

Gakuto Kurata, Tokyo, JP;

George Andrei Saon, Stamford, CT (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/16 (2005.12); G06F 17/18 (2005.12); G06N 3/045 (2022.12); G06N 3/08 (2022.12); G10L 25/30 (2012.12);
U.S. Cl.
CPC ...
G10L 15/16 (2012.12); G06F 17/18 (2012.12); G06N 3/045 (2022.12); G06N 3/08 (2012.12); G10L 25/30 (2012.12);
Abstract

A computer-implemented method is provided for model training. The method includes training a second end-to-end neural speech recognition model that has a bidirectional encoder to output same symbols from an output probability lattice of the second end-to-end neural speech recognition model as from an output probability lattice of a trained first end-to-end neural speech recognition model having a unidirectional encoder. The method also includes building a third end-to-end neural speech recognition model that has a unidirectional encoder by training the third end-to-end neural speech recognition model as a student by using the trained second end-to-end neural speech recognition model as a teacher in a knowledge distillation method.


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