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Tamamori Akira  玉森 聡

ORCIDConnect your ORCID iD *help
Researcher Number 20733512
Other IDs
Affiliation (Current) 2026: 愛知工業大学, 情報科学部, 准教授
Affiliation (based on the past Project Information) *help 2026: 愛知工業大学, 情報科学部, 准教授
2021 – 2024: 愛知工業大学, 情報科学部, 准教授
Review Section/Research Field
Principal Investigator
Basic Section 61010:Perceptual information processing-related
Keywords
Principal Investigator
情報幾何学 / 強化学習 / 深層学習 / Projection depth / projection depth / ロバスト多変量解析 / 深層距離学習 / 異常検知 / 継続学習 / 統計的depth … More / 変分オートエンコーダ / 複素ニューラルネットワーク / 転移学習 / ロバスト統計 / 自己教師あり学習 / 教師あり学習 / 教師なし学習 / 距離学習 / 異常音検知 Less
  • Research Projects

    (2 results)
  • Research Products

    (6 results)
  •  要因分解表現学習に基づく診断的異常音検知手法の創出Principal Investigator

    • Principal Investigator
      玉森 聡
    • Project Period (FY)
      2026 – 2028
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      Aichi Institute of Technology
  •  Development of anomaly sound detection method based on integration of deep metric learning and reinforcement learning with robust statisticsPrincipal Investigator

    • Principal Investigator
      Tamamori Akira
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      Aichi Institute of Technology

All 2023 2021

All Journal Article Presentation

  • [Journal Article] Unsupervised Outlier Detection based on Random Projection Outlyingness with Local Score Weighting2023

    • Author(s)
      Akira Tamamori
    • Journal Title

      IEICE TRANSACTIONS on Information and Systems

      Volume: -

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K17771
  • [Presentation] 位相変動を考慮した複素数値ハイブリッドニューラルワークによる異常音検知2023

    • Author(s)
      西山 翔大, 玉森 聡
    • Organizer
      電子情報通信学会 応用音響研究会
    • Data Source
      KAKENHI-PROJECT-21K17771
  • [Presentation] Kernel Random Projection Depth for Outlier Detection2023

    • Author(s)
      Akira Tamamori
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit Conference 2023 (APSIPA ASC 2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K17771
  • [Presentation] マルチチャネル音声信号の時間的・空間的な変化を考慮した微分特徴量に基づく異常音検知手法2023

    • Author(s)
      西山 翔大, 玉森 聡
    • Organizer
      電子情報通信学会 応用音響研究会
    • Data Source
      KAKENHI-PROJECT-21K17771
  • [Presentation] Unsupervised Anomalous Sound Detection Using Intermediate Representation of Trained Models and Metric Learning Based Variational Autoencoder2021

    • Author(s)
      Hiroki Narita , Akira Tamamori
    • Organizer
      A technical report of DCASE Challenge2021 Task2
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K17771
  • [Presentation] 正常データの分散を考慮した深層距離学習に基づく教師なし異常音検知における転移学習の検討2021

    • Author(s)
      成田泰基 、玉森 聡
    • Organizer
      電子情報通信学会 信号処理研究会
    • Data Source
      KAKENHI-PROJECT-21K17771

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