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Deep Autoencoding GMM-based Unsupervised Anomaly Detection in Acoustic
  Signals and its Hyper-parameter Optimization

Deep Autoencoding GMM-based Unsupervised Anomaly Detection in Acoustic Signals and its Hyper-parameter Optimization

25 September 2020
Harsh Purohit
Ryo Tanabe
Takashi Endo
Kaori Suefusa
Yuki Nikaido
Yohei Kawaguchi
ArXiv (abs)PDFHTML

Papers citing "Deep Autoencoding GMM-based Unsupervised Anomaly Detection in Acoustic Signals and its Hyper-parameter Optimization"

9 / 9 papers shown
Title
Serial-OE: Anomalous sound detection based on serial method with outlier exposure capable of using small amounts of anomalous data for training
Serial-OE: Anomalous sound detection based on serial method with outlier exposure capable of using small amounts of anomalous data for training
Ibuki Kuroyanagi
Tomoki Hayashi
K. Takeda
Tomoki Toda
49
1
0
25 May 2025
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot
  Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
Tomoya Nishida
Noboru Harada
Daisuke Niizumi
Davide Albertini
Roberto Sannino
...
Keisuke Imoto
Kota Dohi
Harsh Purohit
Takashi Endo
Yohei Kawaguchi
63
13
0
11 Jun 2024
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot
  Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
Kota Dohi
Keisuke Imoto
Noboru Harada
Daisuke Niizumi
Yuma Koizumi
Tomoya Nishida
Harsh Purohit
Ryo Tanabe
Takashi Endo
Yohei Kawaguchi
65
42
0
13 May 2023
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised
  Anomalous Sound Detection for Machine Condition Monitoring Applying Domain
  Generalization Techniques
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques
Kota Dohi
Keisuke Imoto
Noboru Harada
Daisuke Niizumi
Yuma Koizumi
Tomoya Nishida
Harsh Purohit
Takashi Endo
Masaaki Yamamoto
Yohei Kawaguchi
91
89
0
13 Jun 2022
Hierarchical Conditional Variational Autoencoder Based Acoustic Anomaly
  Detection
Hierarchical Conditional Variational Autoencoder Based Acoustic Anomaly Detection
Harsh Purohit
Takashi Endo
Masaaki Yamamoto
Yohei Kawaguchi
DRL
30
8
0
11 Jun 2022
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine
  Investigation and Inspection for Domain Generalization Task
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task
Kota Dohi
Tomoya Nishida
Harsh Purohit
Ryo Tanabe
Takashi Endo
Masaaki Yamamoto
Yuki Nikaido
Yohei Kawaguchi
116
75
0
27 May 2022
Anomalous Sound Detection Based on Machine Activity Detection
Anomalous Sound Detection Based on Machine Activity Detection
Tomoya Nishida
Kota Dohi
Takashi Endo
Masaaki Yamamoto
Yohei Kawaguchi
54
11
0
15 Apr 2022
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised
  Anomalous Sound Detection for Machine Condition Monitoring under Domain
  Shifted Conditions
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions
Yohei Kawaguchi
Keisuke Imoto
Yuma Koizumi
Noboru Harada
Daisuke Niizumi
Kota Dohi
Ryo Tanabe
Harsh Purohit
Takashi Endo
63
97
0
08 Jun 2021
MIMII DUE: Sound Dataset for Malfunctioning Industrial Machine
  Investigation and Inspection with Domain Shifts due to Changes in Operational
  and Environmental Conditions
MIMII DUE: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts due to Changes in Operational and Environmental Conditions
Ryo Tanabe
Harsh Purohit
Kota Dohi
Takashi Endo
Yuki Nikaido
Toshiki Nakamura
Yohei Kawaguchi
146
60
0
06 May 2021
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