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2011.02949
Cited By
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples
5 November 2020
Paul Primus
Verena Haunschmid
Patrick Praher
Gerhard Widmer
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Papers citing
"Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples"
15 / 15 papers shown
Local Density-Based Anomaly Score Normalization for Domain Generalization
Kevin Wilkinghoff
Haici Yang
Janek Ebbers
François Germain
Gordon Wichern
Jonathan Le Roux
338
5
0
13 Sep 2025
Serial-OE: Anomalous sound detection based on serial method with outlier exposure capable of using small amounts of anomalous data for training
APSIPA Transactions on Signal and Information Processing (TASIP), 2025
Ibuki Kuroyanagi
Tomoki Hayashi
K. Takeda
Tomoki Toda
353
3
0
25 May 2025
Constraint Guided AutoEncoders for Joint Optimization of Condition Indicator Estimation and Anomaly Detection in Machine Condition Monitoring
Machine-mediated learning (ML), 2024
Maarten Meire
Quinten Van Baelen
Ted Ooijevaar
P. Karsmakers
CML
263
3
0
18 Sep 2024
Exploring Differences between Human Perception and Model Inference in Audio Event Recognition
Yizhou Tan
Yanru Wu
Yuanbo Hou
Xin Xu
Hui Bu
Shengchen Li
Dick Botteldooren
Mark D. Plumbley
215
1
0
10 Sep 2024
AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks
Kevin Wilkinghoff
167
6
0
21 Mar 2024
Why do Angular Margin Losses work well for Semi-Supervised Anomalous Sound Detection?
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Kevin Wilkinghoff
Frank Kurth
AAML
UQCV
229
22
0
27 Sep 2023
Improvement of Serial Approach to Anomalous Sound Detection by Incorporating Two Binary Cross-Entropies for Outlier Exposure
European Signal Processing Conference (EUSIPCO), 2022
Ibuki Kuroyanagi
Tomoki Hayashi
K. Takeda
Tomoki Toda
194
14
0
13 Jun 2022
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2022
Kota Dohi
Keisuke Imoto
Noboru Harada
Daisuke Niizumi
Yuma Koizumi
Tomoya Nishida
Harsh Purohit
Takashi Endo
Masaaki Yamamoto
Yohei Kawaguchi
291
119
0
13 Jun 2022
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2022
Kota Dohi
Tomoya Nishida
Harsh Purohit
Ryo Tanabe
Takashi Endo
Masaaki Yamamoto
Yuki Nikaido
Yohei Kawaguchi
437
111
0
27 May 2022
Anomalous Sound Detection Based on Machine Activity Detection
European Signal Processing Conference (EUSIPCO), 2022
Tomoya Nishida
Kota Dohi
Takashi Endo
Masaaki Yamamoto
Yohei Kawaguchi
173
18
0
15 Apr 2022
Multimedia Datasets for Anomaly Detection: A Review
Pratibha Kumari
Anterpreet Kaur Bedi
Mukesh Saini
409
16
0
10 Dec 2021
Anomalous Sound Detection Using a Binary Classification Model and Class Centroids
European Signal Processing Conference (EUSIPCO), 2021
Ibuki Kuroyanagi
Tomoki Hayashi
K. Takeda
Tomoki Toda
296
8
0
11 Jun 2021
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2021
Yohei Kawaguchi
Keisuke Imoto
Yuma Koizumi
Noboru Harada
Daisuke Niizumi
Kota Dohi
Ryo Tanabe
Harsh Purohit
Takashi Endo
228
122
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
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Ryo Tanabe
Harsh Purohit
Kota Dohi
Takashi Endo
Yuki Nikaido
Toshiki Nakamura
Yohei Kawaguchi
572
71
0
06 May 2021
Anomalous Sound Detection with Machine Learning: A Systematic Review
E. C. Nunes
414
44
0
15 Feb 2021
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