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. 14, 2025

Filed:

Mar. 14, 2022
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Jinyu Li, Bellevue, WA (US);

Jian Xue, Bellevue, WA (US);

Matthew John Post, Baltimore, MD (US);

Peidong Wang, Bellevue, WA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/284 (2019.12); G06F 40/58 (2019.12); G10L 15/00 (2012.12); G10L 15/06 (2012.12); G10L 15/16 (2005.12); G10L 15/197 (2012.12); G10L 15/22 (2005.12);
U.S. Cl.
CPC ...
G10L 15/063 (2012.12); G06F 40/284 (2019.12); G06F 40/58 (2019.12); G10L 15/005 (2012.12); G10L 15/16 (2012.12); G10L 15/197 (2012.12); G10L 15/22 (2012.12);
Abstract

Systems and methods are provided for obtaining, training, and using an end-to-end AST model based on a neural transducer, the end-to-end AST model comprising at least (i) an acoustic encoder which is configured to receive and encode audio data, (ii) a prediction network which is integrated in a parallel model architecture with the acoustic encoder in the end-to-end AST model, and (iii) a joint layer which is integrated in series with the acoustic encoder and prediction network. The end-to-end AST model is configured to generate a transcription in the second language of input audio data in the first language such that the acoustic encoder learns a plurality of temporal processing paths.


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