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:
Jul. 16, 2019

Filed:

Jul. 13, 2018
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Rongqing Huang, Acton, MA (US);

Ilya Oparin, San Francisco, CA (US);

Assignee:

Apple Inc., Cupertino, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G10L 15/28 (2013.01); G10L 15/14 (2006.01); G10L 15/16 (2006.01); G10L 15/19 (2013.01); G10L 15/197 (2013.01); G10L 15/193 (2013.01); G10L 15/08 (2006.01);
U.S. Cl.
CPC ...
G10L 15/285 (2013.01); G10L 15/142 (2013.01); G10L 15/16 (2013.01); G10L 15/193 (2013.01); G10L 15/197 (2013.01); G10L 2015/085 (2013.01);
Abstract

Systems and processes for converting speech-to-text are provided. In one example process, speech input can be received. A sequence of states and arcs of a weighted finite state transducer (WFST) can be traversed. A negating finite state transducer (FST) can be traversed. A virtual FST can be composed using a neural network language model and based on the sequence of states and arcs of the WFST. The one or more virtual states of the virtual FST can be traversed to determine a probability of a candidate word given one or more history candidate words. Text corresponding to the speech input can be determined based on the probability of the candidate word given the one or more history candidate words. An output can be provided based on the text corresponding to the speech input.


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