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1. (WO2018203550) SIGNAL GENERATION DEVICE, SIGNAL GENERATION LEARNING DEVICE, METHOD, AND PROGRAM

Pub. No.:    WO/2018/203550    International Application No.:    PCT/JP2018/017409
Publication Date: Fri Nov 09 00:59:59 CET 2018 International Filing Date: Wed May 02 01:59:59 CEST 2018
IPC: G06N 3/08
G06T 7/00
Applicants: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
日本電信電話株式会社
Inventors: KANEKO Takuhiro
金子 卓弘
HIRAMATSU Kaoru
平松 薫
KASHINO Kunio
柏野 邦夫
Title: SIGNAL GENERATION DEVICE, SIGNAL GENERATION LEARNING DEVICE, METHOD, AND PROGRAM
Abstract:
A signal generation device that includes a variable generation unit and a signal generation unit. The variable generation unit generates a plurality of hidden variables that correspond to a plurality of features for a signal. The signal generation unit inputs, into one or more pre-taught neural networks: hidden variables that represent attributes and have been converted from one portion of the plurality of hidden variables using an attribute vector that represents attributes for a signal to be generated; and hidden variables that represent individualities and are the hidden variables that, from among the plurality of hidden variables, are not the one portion of hidden variables. Then the signal generation unit uses the one or more neural networks to generate the signal to be generated.