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:
May. 12, 2020

Filed:

Apr. 23, 2018
Applicant:

Cerence Operating Company, Burlington, MA (US);

Inventors:

Friedrich Faubel, Ulm, DE;

Jonas Sautter, Ulm, DE;

Assignee:

Cerence Operating Company, Burlington, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/16 (2006.01); G10L 15/06 (2013.01); G10L 25/18 (2013.01); G10L 25/21 (2013.01); G06N 3/08 (2006.01); G10L 15/02 (2006.01);
U.S. Cl.
CPC ...
G10L 15/16 (2013.01); G06N 3/08 (2013.01); G10L 15/02 (2013.01); G10L 15/063 (2013.01); G10L 25/18 (2013.01); G10L 25/21 (2013.01); G10L 2015/025 (2013.01);
Abstract

A method, computer program product, and computer system for transforming, by a computing device, a speech signal into a speech signal representation. A regression deep neural network may be trained with a cost function to minimize a mean squared error between actual values of the speech signal representation and estimated values of the speech signal representation, wherein the cost function may include one or more discriminative terms. Bandwidth of the speech signal may be extended by extending the speech signal representation of the speech signal using the regression deep neural network trained with the cost function that includes the one or more discriminative terms.


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