INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING PROGRAM

To improve quality of a service by estimating genome information indicating a genome feature of a target user according to voice information.SOLUTION: In an information processing device, genome information and voice information acquired by an acquisition unit 30 are stored in a storage unit 4 as us...

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Hauptverfasser: FUJITA YUYA, OTE TOMOHIKO, YUCHI SHOTA, GOMI HIDEHITO, KUNITOMO YASUE, TAHIRA AKITO, ANDO FUMINORI, INOUE MASAHIRO
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creator FUJITA YUYA
OTE TOMOHIKO
YUCHI SHOTA
GOMI HIDEHITO
KUNITOMO YASUE
TAHIRA AKITO
ANDO FUMINORI
INOUE MASAHIRO
description To improve quality of a service by estimating genome information indicating a genome feature of a target user according to voice information.SOLUTION: In an information processing device, genome information and voice information acquired by an acquisition unit 30 are stored in a storage unit 4 as user information 40, a generation unit 31 generates a genome model which outputs an index about a genome feature by machine learning with genome information of a teacher user as a teacher and voice information of the teacher user as an identity, an estimation unit 32 estimates genome information indicating a genome feature of a user U on the basis of the voice information acquired by the acquisition unit 30, and more specifically, the estimation unit 32 estimates a genome feature based on the index output from the genome model as genome information.SELECTED DRAWING: Figure 3 【課題】音声情報に基づいて、対象ユーザのゲノム特徴を示すゲノム情報を推定することによりサービスの質を向上させる。【解決手段】情報処理装置は、取得部30によって取得したゲノム情報および音声情報をユーザ情報40として記憶部4に記憶する。生成部31は、教師ユーザのゲノム情報を教師とし、教師ユーザの音声情報を素性とする機械学習によって、ゲノム特徴に関する指標を出力するゲノムモデルを生成する。推定部32は、取得部30によって取得された音声情報に基づいて、ユーザUのゲノム特徴を示すゲノム情報を推定する。より具体的には、推定部32は、ゲノムモデルから出力される指標に基づくゲノム特徴をゲノム情報として推定する。【選択図】図3
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subjects ACOUSTICS
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
MUSICAL INSTRUMENTS
PHYSICS
SPEECH ANALYSIS OR SYNTHESIS
SPEECH OR AUDIO CODING OR DECODING
SPEECH OR VOICE PROCESSING
SPEECH RECOGNITION
title INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING PROGRAM
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