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:
Oct. 05, 2021

Filed:

Feb. 07, 2019
Applicant:

Tencent America Llc, Palo Alto, CA (US);

Inventors:

Jianshu Chen, Woodinville, WA (US);

Chengzhu Yu, Bellevue, WA (US);

Dong Yu, Bothell, WA (US);

Chih-Kuan Yeh, Pittsburgh, PA (US);

Assignee:

TENCENT AMERICA LLC, Palo Alto, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/00 (2013.01); G10L 15/06 (2013.01); G10L 15/02 (2006.01); G10L 15/22 (2006.01); G10L 15/16 (2006.01); G10L 15/30 (2013.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 40/20 (2020.01); G10L 15/187 (2013.01);
U.S. Cl.
CPC ...
G10L 15/063 (2013.01); G06F 40/20 (2020.01); G06N 3/0445 (2013.01); G06N 3/088 (2013.01); G10L 15/02 (2013.01); G10L 15/16 (2013.01); G10L 15/22 (2013.01); G10L 15/30 (2013.01); G10L 15/187 (2013.01); G10L 2015/025 (2013.01);
Abstract

A method for generating an automatic speech recognition (ASR) model using unsupervised learning includes obtaining, by a device, text information. The method includes determining, by the device, a set of phoneme sequences associated with the text information. The method includes obtaining, by the device, speech waveform data. The method includes determining, by the device, a set of phoneme boundaries associated with the speech waveform data. The method includes generating, by the device, the ASR model using an output distribution matching (ODM) technique based on determining the set of phoneme sequences associated with the text information and based on determining the set of phoneme boundaries associated with the speech waveform data.


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