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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.

Patent No.:

US 7444282 B1

PDFFull Text
Date of Patent:
Oct. 28, 2008

Filed:

Mar. 01, 2004

Method of setting optimum-partitioned classified neural network and method and apparatus for automatic labeling using optimum-partitioned classified neural network

Applicants:

Ki-hyun Choo, Seoul, KR;

Jeong-su Kim, Gyeonggi-do, KR;

Jae-won Lee, Seoul, KR;

Ki-seung Lee, Seoul, KR;

Inventors:

Ki-hyun Choo, Seoul, KR;

Jeong-su Kim, Gyeonggi-do, KR;

Jae-won Lee, Seoul, KR;

Ki-seung Lee, Seoul, KR;

Assignee:

Samsung Electronics Co., Ltd., Suwon-Si, KR;

Attorney:

Staas & Halsey LLP

Primary Examiner:

Talivaldis Ivars Smits

Assistant Examiner:

David Kovacek

Int. Cl.
CPC ...
G10L 11/00 (2006.01); G10L 21/00 (2006.01); G10L 11/06 (2006.01); G10L 21/06 (2006.01); G10L 15/00 (2006.01); G10L 15/16 (2006.01); G10L 15/06 (2006.01); G10L 13/00 (2006.01); G06E 1/00 (2006.01); G06E 3/00 (2006.01); G06F 15/18 (2006.01); G06G 7/00 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
Abstract

A method of automatic labeling using an optimum-partitioned classified neural network includes searching for neural networks having minimum errors with respect to a number of L phoneme combinations from a number of K neural network combinations generated at an initial stage or updated, updating weights during learning of the K neural networks by K phoneme combination groups searched with the same neural networks, and composing an optimum-partitioned classified neural network combination using the K neural networks of which a total error sum has converged; and tuning a phoneme boundary of a first label file by using the phoneme combination group classification result and the optimum-partitioned classified neural network combination, and generating a final label file reflecting the tuning result.

Find Patent Forward Citations

Choo, Ki-hyun. (2008). Method of setting optimum-partitioned classified neural network and method and apparatus for automatic labeling using optimum-partitioned classified neural network (U.S. Patent No. 7444282). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/7444282

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