Personnel Information

写真a

Kobayashi Yosuke


Affiliation centers1, etc

Center of Environmental Science and Disaster Mitigation for Advanced Research

The master's program in charge

Division of Information and Electronic Engineering

The department in charge

Department of Information and Electronic Engineering

Job title

Assistant Professor

E-mail Address

E-mail address

Research field 【 display / non-display

  • Perceptual information processing

  • Architectural environment/Equipment

  • Cognitive science

  • Communication/Network engineering

Keywords for Research Field 【 display / non-display

  • Acoustics

  • Speech Information Processing

  • Auditory Information Processing

  • Applied Machine Learning

Graduate school・Graduate course, etc. 【 display / non-display

  • Yamagata University

    2013.03,Doctoral program,Graduate School of Science and Engineering,Electrical Engineering and Informatics,Completed,Japan

Degree 【 display / non-display

  • Doctor of Engineering

Career 【 display / non-display

  • Technical staff. Faculty of Engineering, Yamagata University, Yamagata, Japan

    2013.04.01 ~ 2014.03.31

  • Assistant Professor. Department of Electrical and Computer Engineering, National Institute of Technology, Miyakonojo College, Japan.

    2014.04.01 ~ 2016.03.31

Academic Society 【 display / non-display

  • The Institute of Electronics, Information and Communication Engineers

  • The Acoustical society of Japan

  • The Institute of Electrical Engineers of Japan

  • The Institute of Electrical and Electronics Engineers

  • Information Processing Society of Japan

Academic prize 【 display / non-display

  • 1ビットオーディオコンソーシアム 2008年 技術賞

    2008.02.10,1ビットオーディオコンソーシアム

  • Student Prize

    2013.09.26,Acoustical Society of Japan

  • IEEJ Tohoku section prize

    2014.04.01,IEEJ TOHOKU

  • Young researcher prize

    2015.11.01,IEICE Kyusyu

 

System development that focuses on speech intelligibility

Purpose of Research

Measurement and control of speech quality using machine learning technology.

Summary of Research

The quality of the speech system is determined by a psychological index. For this reason, high-cost subjective evaluation is required. We propose to support development of speech system by reproducing human psychological experiments with machine learning technology.

Research Content

Features / Benefits of Research

1.Point of research 2.Research of novelty
3.Primacy of Technology 4.Situation of patent-related
 

Papers 【 display / non-display

  • ランダムフォレスト法による洪水時の水位予測手法の提案

    岡崎亮太, 中津川誠, 小林洋介,土木学会論文集B1(水工学),vol.74,(4),(p.1459 ~ 1464),2018.03

  • A Case Study of Bootstrap Masker Quality Assessment for Speech-Privacy Protection

    Yosuke Kobayashi, Kazuhiro Kondo,Journal of Information Hiding and Multimedia Signal Processing,vol.8,(6),(p.1460 ~ 1469),2017.11

  • Development of Realtime Boot-strap Speech Masking System

    金丸 鈴美, 小林 洋介,IEEJ Transactions on Electronics, Information and Systems,vol.137,(3),(p.549 ~ 550),2017.03

  • Intelligibility estimation from small speech samples under noisy condition

    小林洋介,The Journal of the Acoustical Society of Japan,vol.72,(6),(p.321 ~ 323),2016.06

  • A Speech Intelligibility Estimation Method Using a Non-reference Feature Set

    Toshihiro SAKANO, Yosuke KOBAYASHI, Kazuhiro KONDO,IEICE Transactions on Information and Systems,vol.E98.D,(1),(p.21 ~ 28),2015.01

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International conference proceedings 【 display / non-display

  • Listening Difficulty Meter Using Machine Learning for Assessment of Public-Address Systems

    Keita Noguch, Yosuke Kobayashi, Jay Kishigami and Kiyohiro Kurisu, Proc. The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018),(p.471 ~ 472),2018.10,Nara, Japan

  • HMM-based Speech Synthesizer for EasilyUnderstandable Speech Broadcasting

    Hirokazu Akadomari, Kosuke Ishikawa, Yosuke Kobayashi, Kengo Ohta and Junichi Kishigami, Proc. The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018),(p.714 ~ 715),2018.10,Nara, Japan

  • Traditional Japanese Haiku Generator using RNNLanguage Model

    Guanming Shao, Yosuke Kobayashi and Jay KishigamiG, Proc. The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018),(p.231 ~ 232),2018.10,Nara, Japan

  • CNN-Based Boat Detection Model for Alert System Using Surveillance Video Camera

    Tatsuhiro Akiyama, Yosuke Kobayashi, Jay Kishigami and Kenji Muto,Proc. The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018),(p.634 ~ 635),2018.10,Nara, Japan

  • Laughter detecting model using wearable EEG meter for Japanese comedy content

    Yosuke Kobayashi, Yosuke Sato and Junichi Kishigami, Proc. The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018),(p.40 ~ 41),2018.10,Nara, Japan

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Editorial and Commentary 【 display / non-display

  • Development of blind intelligibility estimation method for outdoor PA system.

    小林洋介,Sound,(31),(p.6 ~ 9),2016

Research reports 【 display / non-display

  • 機械学習を用いた北海道内河川水位予測システムの開発

    小林洋介,公益財団法人北海道科学技術総合振興センター研究開発事業2018研究成果報告書,(p.20),2018.10

  • 機械学習を用いた屋外拡声器の品質予測

    小林洋介,太田健吾,公益財団法人 人工知能研究振興財団 人工知能研究成果発表会 資料,2018.09

  • 音声認識による言語特徴を用いた屋外拡声器品質計測器の構築

    小林洋介,太田健吾,電気通信普及財団研究調査助成報告書,vol.33,2018.08

  • A basic study on environment information feedback for outdoor PA systems

    小林洋介, 野口啓太, 栗栖清浩,日本音響学会聴覚研究会資料,vol.48,(6),(p.591 ~ 596),2018.08

  • 自転車用ナビゲーションに向けたDNNを用いた風雑音除去の改良

    北川冬弥, 近藤和弘, 小林洋介,電子情報通信学会技術研究報告,vol.118,(149),(p.13 ~ 18),2018.07

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Presentaion at conference, meeting, etc. 【 display / non-display

  • 地域課題解決を題材としたハッカソン型演習の設計

    小林洋介, 柴田傑, 佐藤和彦,平成30年度電気・情報関係学会北海道支部連合大会,平成30年度電気・情報関係学会北海道支部連合大会講演論文集,(p.7-8),2018.10.27,札幌市,日本

  • Listening difficulty estimation model using short-time objective intelligibility measure for outdoor public address systems

    Keita Noguch, Yosuke Kobayashi, Jay Kishigami and Kiyohiro Kurisu,International Symposium on Universal Acoustical Communication 2018 (UAC2018),Research Institute of Electrical Communication Tohoku University,Abstract of International Symposium on Universal Acoustical Communication 2018,2018.10.22,仙台市,日本

  • Listening Difficulty Meter Using Machine Learning for Assessment of Public-Address Systems

    Keita Noguch, Yosuke Kobayashi, Jay Kishigami and Kiyohiro Kurisu,The 7th IEEE Global Conference on Consumer Electronics,IEEE Consumer society,Proc. The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018),(p.471-472),2018.10.09,Nara,Japan

  • Laughter detecting model using wearable EEG meter for Japanese comedy content

    Yosuke Kobayashi, Yosuke Sato and Junichi Kishigami,The 7th IEEE Global Conference on Consumer Electronics,IEEE Consumer society,Proc. The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018),(p.40-41),2018.10.09,Nara,Japan

  • Traditional Japanese Haiku Generator using RNNLanguage Model

    Guanming Shao, Yosuke Kobayashi and Jay Kishigami,The 7th IEEE Global Conference on Consumer Electronics,IEEE Consumer society,Proc. The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018),(p.231-232),2018.10.09,Nara,Japan

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Class subject in charge 【 display / non-display

  • コンピュータ知能学実験

    2018,Department

  • 情報工学演習C

    2018,Department

  • ユーザセンタードデザイン演習

    2018,Department

  • ビジネスシステムデザイン基礎演習

    2018,Department

  • 情報システム学実験

    2018,Department

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