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:
Aug. 29, 2023

Filed:

Oct. 31, 2019
Applicant:

Nippon Telegraph and Telephone Corporation, Tokyo, JP;

Inventors:

Takashi Nakamura, Tokyo, JP;

Takaaki Fukutomi, Tokyo, JP;

Kiyoaki Matsui, Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 25/93 (2013.01); G10L 25/24 (2013.01); G10L 25/30 (2013.01); G10L 25/51 (2013.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G10L 25/93 (2013.01); G06N 3/02 (2013.01); G10L 25/24 (2013.01); G10L 25/30 (2013.01); G10L 25/51 (2013.01);
Abstract

Detection precision of a non-verbal sound is improved. An acoustic model storage unitA stores an acoustic model that is configured by a deep neural network with a bottleneck structure, and estimates a phoneme state from a sound feature value. A non-verbal sound model storage unitB stores a non-verbal sound model that estimates a posterior probability of a non-verbal sound likeliness from the sound feature value and a bottleneck feature value. A sound feature value extraction unitextracts a sound feature value from an input sound signal. A bottleneck feature value estimation unitinputs the sound feature value to the acoustic model and obtains an output of a bottleneck layer of the acoustic model as a bottleneck feature value. A non-verbal sound detection unitinputs the sound feature value and the bottleneck feature value to the non-verbal sound model and obtains the posterior probability of the non-verbal sound likeliness output by the non-verbal sound model.


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