Rchr
J-GLOBAL ID：200901055333580915
Update date: Feb. 26, 2024
Hayamizu Satoru
ハヤミズ サトル | Hayamizu Satoru
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Affiliation and department：
Waseda University Green Computing Systems Research Organization
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Detailed information
Research field (1)：
Intelligent informatics
Research keywords (2)：
メディア情報学
, social entrepreneur
Research theme for competitive and other funds (5)：
2018 - 2021 Swallowing timing estimation by coordinated integration of acoustic signal and image processing
2016 - 2020 Study on multi-modal silent speech recognition technology
2013 - 2016 Development of a system for music skills in Voluntary learning using ICT
2010 - 2012 Study on time varying display of keywords using speech recognition
2002 - 2004 Study on Probabilistic Control Mechanism for Establishing Harmonic Cognitive State between Human and Systems
Papers (33)：
Hayato Mori, Satoshi Tamura, Satoru Hayamizu. Anomalous sound detection based on attention mechanism. Proceedings of EUSIPCO. 2021. 581-585
Shota ASAHI, Ayaka MATSUI, Satoshi TAMURA, Satoru HAYAMIZU, Ryosuke ISASHI, Akira FURUKAWA, Takayoshi NAITOU. Proposal of failure prediction method of factory equipment by vibration data with Recurrent Autoencoder. Transactions of the JSME (in Japanese). 2020. 86. 891. 20-00020
Ayaka Matsui, Shota Asahi, Satoshi Tamura, Satoru Hayamizu, Ryosuke Isashi, Akira Furukawa, Takayoshi Naitou. Anomaly Detection in Mechanical Vibration Using Combination of Signal Processing and Autoencoder. Journal of Signal Processing. 2020. 24. 4. 203-206
児玉千紗, 加藤邦人, 田村哲嗣, 速水悟. 音響信号処理と3-IR照度差ステレオ法による嚥下機能評価. 電子情報通信学論文誌. 2019. .J102-D. 3. 173-184
Vosco Pereira, Satoshi Tamura, Satoru Hayamizu, Hidekazu Fukai. Semantic Segmentation of Paved Road and Pothole Image Using U-Net Architecture. 2019 International Conference of Advanced Informatics: Concept, Theory and Application (ICAICTA). IEEE. 2019
ｍore...
MISC (27)：
速水悟. 製造業におけるAI活用の拡大:現状と課題. 日本経営学会全国大会. 2021
三橋祐亮, 田村哲嗣, 速水悟. Performance Improvement of Image Retrieval by Procedure Documents. 電子情報通信学会大会講演論文集(CD-ROM). 2021. 2021
朝日翔太, 高橋和之, 村山聡江, 寺田和憲, 加藤邦人, 山口忠, 今井亜湖, 速水悟. 初等教育におけるテキスト型プログラミング言語 Python によるプログラミング教育の効果検証. 日本教育工学会 第34回全国大会. 2018
児玉千紗, 加藤邦人, 田村哲嗣, 速水悟. 音響信号処理による嚥下タイミング推定手法. 計測自動制御学会ライフエンジニアリング部門,LE2017. 2017. 139-142
An Automated Rhythm Evaluation System for Motivating the Self-Learning of Piano. 2017. 18. 11-19
ｍore...
Books (2)：
製造業のAI活用を支える統計的機械学習&深層学習
日経BP社 2020
事例+演習で学ぶ機械学習 : ビジネスを支えるデータ活用のしくみ
森北出版 2016 ISBN:9784627880214
Education (2)：
1979 - 1981 The University of Tokyo School of Engineering Department of Mechanical Engineering
1974 - 1978 The University of Tokyo Faculty of Engineering Department of Engineering Synthesis
Professional career (1)：
博士(工学) (東京大学大学院工学系研究科)
Work history (4)：
2021/04 - 現在 Waseda University Green Computing Systems Research Organization
2002/04 - Gifu University Faculty of Engineering
2001/04/01 - 2002/03/31 National Institute of Advanced Industrial Science and Technology
1981/04 - 2001/03 通商産業省工業技術院電子技術総合研究所
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