Method and apparatus for implementing speaker identification neural network

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United States of America Patent

PATENT NO 11694696
APP PUB NO 20200312336A1
SERIAL NO

16694333

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Abstract

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A method and apparatus for generating a speaker identification neural network include generating a first neural network that is trained to identify a first speaker with respect to a first voice signal in a first environment, generating a second neural network for identifying a second speaker with respect to a second voice signal in a second environment, and generating the speaker identification neural network by training the second neural network based on a teacher-student training model in which the first neural network is set to a teacher neural network and the second neural network is set to a student neural network.

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Patent Owner(s)

Patent OwnerAddress
SAMSUNG ELECTRONICS CO LTDSUWON-SI
SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION1 GWANAK-RO GWANAK-GU SEOUL 08826 08826

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chae, Seokwan Seoul, KR 1 6
Kang, Sungchan Hwaseong-si, KR 65 275
Kim, Cheheung Yongin-si, KR 83 332
Kim, Namsoo Seoul, KR 25 513

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