Tamamori Akira 玉森聡

Researcher Number	20733512
Other IDs	https://orcid.org/0009-0000-8893-0058
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 異常音検知 / 診断的異常音検知 / 要因分解表現学習 / 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 … More / 異常検知 / 継続学習 / 統計的depth / 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 Less

Research Projects
(2 results)
Research Products
(6 results)

Creation of a diagnostic anomalous sound detection method based on factor decomposition representation learningPrincipal 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 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