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Dohi, Kota

  1. Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions
    2021/06/08 by Yohei Kawaguchi, Keisuke Imoto, Kawaguchi, Yohei +15 · 8 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Infrastructure Maintenance and Monitoring #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
  2. MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task
    2022/05/27 by Kota Dohi, Tomoya Nishida, Dohi, Kota +13 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  3. Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques
    2022/06/13 by Dohi, Kota, Imoto, Keisuke, Harada, Noboru +7 · 8 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
  4. Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
    2023/05/13 by Kota Dohi, Keisuke Imoto, Dohi, Kota +17 · 9 citations
    Computer Science · Decision Sciences · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multidisciplinary Science and Engineering Research #Sound (cs.SD) #Water Systems and Optimization #electronic engineering #information engineering
  5. Flow-based Self-supervised Density Estimation for Anomalous Sound Detection
    2021/03/16 by Dohi, Kota, Endo, Takashi, Purohit, Harsh +2 · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
  6. Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
    2024/06/11 by Tomoya Nishida, Noboru Harada, Nishida, Tomoya +21 · 8 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  7. MIMII DUE: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts due to Changes in Operational and Environmental Conditions
    2021/05/06 by Ryo Tanabe, Harsh Purohit, Tanabe, Ryo +11 · 3 citations
    Arts and Humanities · Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  8. Anomalous Sound Detection Based on Machine Activity Detection
    2022/04/15 by Tomoya Nishida, Nishida, Tomoya, Kota Dohi +7 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Currency Recognition and Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Water Systems and Optimization #electronic engineering #information engineering
  9. Description and Discussion on DCASE 2025 Challenge Task 2: First-shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
    2025/06/11 by Nishida, Tomoya, Harada, Noboru, Niizumi, Daisuke +9 · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  10. Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring
    2024/08/10 by Tuan Vu Ho, Kota Dohi, Ho, Tuan Vu +3 · 1 citation
    Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Mineral Processing and Grinding #Oil and Gas Production Techniques #Sound (cs.SD) #electronic engineering #information engineering