Tanabe, Ryo

1. MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection
   2019/09/20 by Purohit, Harsh, Tanabe, Ryo, Ichige, Kenji +4 · 12 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
2. Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
   2020/06/10 by Yuma Koizumi, Yohei Kawaguchi, Koizumi, Yuma +19 · 16 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Water Systems and Optimization #electronic engineering #information engineering
3. Anomalous sound detection based on interpolation deep neural network
   2020/05/19 by Kaori Suefusa, Tomoya Nishida, Suefusa, Kaori +9 · 10 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Water Systems and Optimization #electronic engineering #information engineering
4. 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, Kawaguchi, Yohei, Keisuke Imoto +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
5. MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task
   2022/05/27 by Kota Dohi, Dohi, Kota, Tomoya Nishida +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
6. 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, Dohi, Kota, Keisuke Imoto +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
7. 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
8. Deep Autoencoding GMM-based Unsupervised Anomaly Detection in Acoustic Signals and its Hyper-parameter Optimization
   2020/09/25 by Harsh Purohit, Purohit, Harsh, Ryo Tanabe +9 · 4 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) #Machine Learning (stat.ML) #Multidisciplinary Science and Engineering Research #Sound (cs.SD) #Water Systems and Optimization #electronic engineering #information engineering
9. 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