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J-GLOBAL ID:201301060736206122   Update date: Apr. 12, 2025

Imoto Keisuke

イモト ケイスケ | Imoto Keisuke
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Affiliation and department:
Other affiliations (1):
  • National Institute of Advanced Industrial Science and Technology  Visiting researcher
Homepage URL  (1): https://www.ksuke.net
Research field  (4): Perceptual information processing ,  Database science ,  Statistical science ,  Construction environment and equipment
Research keywords  (10): Signal processing ,  Acoustic signal processing ,  microphone array processing ,  Acoustic event detection ,  Acoustic scene analysis ,  Machine learning ,  Deep learning ,  Graph signal processing ,  Bayesian inference ,  Acoustics
Research theme for competitive and other funds  (16):
  • 2025 - 2027 Multimodal environmental sound recognition and synthesis using impression on audio-visual data
  • 2025 - 2026 Construction of Dataset for Environmental Sound Recognition and Synthesis Using Impression Information on Audio-Visual Data and Evaluation of Basic Performance
  • 2023 - 2026 Environmental Sound Analysis Based on Unified and Continuous Model Training
  • 2022 - 2026 音声音響ダークデータ採掘技術の研究
  • 2024 - 2025 環境音に対する印象情報を利用した音環境理解・合成のための共用データセットの構築
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Papers (95):
  • Yuto Shibata, Keitaro Tanaka, Yoshiaki Bando, Keisuke Imoto, Hirokatsu Kataoka, Yoshimitsu Aoki. Formula-Supervised Sound Event Detection: Pre-Training Without Real Data. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2025. 1-5
  • Noriyuki Tonami, Wataru Kohno, Keisuke Imoto, Yoshiyuki Yajima, Sakiko Mishima, Reishi Kondo, Tomoyuki Hino. Trainingless Adaptation of Pretrained Models for Environmental Sound Classification. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2025. 1-5
  • Kevin Wilkinghoff, Takuya Fujimura, Keisuke Imoto, Jonathan Le Roux. Handling Domain Shifts for Anomalous Sound Detection: A Review. Proceedings of Joint Annual Meeting of German and Danish Acoustical Societies. 2025
  • Takahiro Morohashi, Keisuke Imoto, Masato Oka, Yasuyuki Kitahara, Riku Matsuda. Estimation of Work Activities in Construction Sites Using Ambient Sounds: A Case Study with Cloud Cameras. Artificial Intelligence in Architecture, Engineering and Construction (AI in AEC), 2025. 2025
  • Tomoya Yoshinaga, Keitaro Tanaka, Yoshiaki Bando, Keisuke Imoto, Shigeo Morishima. Onset-and-Offset-Aware Sound Event Detection via Differentiable Frame-to-Event Mapping. IEEE Signal Processing Letters. 2024. 32. 186-190
more...
MISC (4):
Patents (20):
Books (1):
  • 音響学入門ペディア
    コロナ社 2017 ISBN:4339008958
Lectures and oral presentations  (116):
  • 汎用言語音響表現 M2D-CLAP
    (日本音響学会 2025年春季研究発表会 2025)
  • 母語話者音声のみを用いた外国語訛りに頑健な自動音声認識の実現に向けた離散トークンの活用の検討
    (日本音響学会 2025年春季研究発表会 2025)
  • クラスベース目的音抽出における抽出スケール制御手法の検討
    (日本音響学会 2025年春季研究発表会 2025)
  • 大規模事前学習済みモデルとGMM-LDAを用いたFew-Shot音響シーン分類
    (情報処理学会 第87回全国大会 2025)
  • 音響イベント検出のための隠れセミマルコフモデルに基づくユニバーサル・イベント単位学習
    (情報処理学会 第87回全国大会 2025)
more...
Education (3):
  • 2014 - 2017 The Graduate University for Advanced Studies School of Multidisciplinary Sciences Department of Informatics
  • 2008 - 2010 Kyoto University Graduate School of Engineering Department of Environmental Engineering
  • 2004 - 2008 Kyoto University Faculty of Engineering Undergraduate School of Architecture
Professional career (1):
  • Ph.D. (SOKENDAI (The Graduate University for Advanced Studies))
Work history (8):
  • 2024/04 - 現在 Doshisha University Faculty of Culture and Information Science Associate Professor
  • 2021/05 - 現在 National Institute of Advanced Industrial Science and Technology (AIST) Visiting researcher
  • 2020/04 - 2024/03 Doshisha University Faculty of Science and Engineering Associate Professor
  • 2018/04 - 2020/03 Ryukoku University Faculty of Science and Technology Part-Time Lecturer
  • 2017/04 - 2020/03 Ritsumeikan University Information Science and Engineering Research Associate
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Committee career (29):
  • 2023/08 - 現在 国立研究開発法人産業技術総合研究所 覚醒プロジェクト プロジェクトマネージャー
  • 2023/04 - 現在 Acoustical Society of Japan Delegates
  • 2021/06 - 現在 日本音響学会 編集委員会 会誌部会委員
  • 2020/06 - 現在 日本音響学会 電気音響研究会 専門委員
  • 2017/10 - 現在 日本音響学会 広報・電子化委員会
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Awards (22):
  • 2025/03 - IEEE Signal Processing Society Tokyo Joint Chapter The 8th IEEE Signal Processing Society (SPS) Tokyo Joint Chapter Student Award Visual onoma-to-wave:画像オノマトペと音源画像を利用した環境音合成の提案
  • 2025/03 - Acoustical Society of Japan The 29th Best Student Presentation Award, the Acoustical Society of Japan (ASJ)
  • 2024/11 - 日本音響学会 電気音響研究会/電子情報通信学会 応用音響研究会 学生奨励賞 汎用事前学習済みモデルを用いた音響イベント検出のためのHSMMに基づくイベント単位学習
  • 2024/03 - Information Processing Society of Japan (IPSJ) Student Presentation Award for the 86th National Convention of IPSJ
  • 2024/03 - The Association for Natural Language Processing Sponsor Award (Kotoba Technologies, Inc. Award)
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Association Membership(s) (7):
Asia Pacific Signal and Information Processing Association (APSIPA) ,  The Institute of Electronics, Information and Communication Engineers ,  IEEE ,  Acoustical Society of Japan ,  European Association for Signal Processing (EURASIP) ,  INFORMATION PROCESSING SOCIETY OF JAPAN ,  ISCA
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