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2005.09234
Cited By
Anomalous sound detection based on interpolation deep neural network
19 May 2020
Kaori Suefusa
Tomoya Nishida
Harsh Purohit
Ryo Tanabe
Takashi Endo
Yohei Kawaguchi
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Papers citing
"Anomalous sound detection based on interpolation deep neural network"
46 / 46 papers shown
Title
Description and Discussion on DCASE 2025 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
17
0
0
11 Jun 2025
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
Retrieval-Augmented Approach for Unsupervised Anomalous Sound Detection and Captioning without Model Training
Ryoya Ogura
Tomoya Nishida
Yohei Kawaguchi
29
1
0
29 Oct 2024
Timbre Difference Capturing in Anomalous Sound Detection
Tomoya Nishida
Harsh Purohit
Kota Dohi
Takashi Endo
Yohei Kawaguchi
56
0
0
29 Oct 2024
MIMII-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System
Harsh Purohit
Tomoya Nishida
Kota Dohi
Takashi Endo
Yohei Kawaguchi
DiffM
68
1
0
27 Sep 2024
SALT: Standardized Audio event Label Taxonomy
Paraskevas Stamatiadis
Michel Olvera
S. Essid
63
0
0
18 Sep 2024
Improvements of Discriminative Feature Space Training for Anomalous Sound Detection in Unlabeled Conditions
Takuya Fujimura
Ibuki Kuroyanagi
Tomoki Toda
36
1
0
14 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
65
0
0
10 Sep 2024
Activity-Guided Industrial Anomalous Sound Detection against Interferences
Yunjoo Lee
Jaechang Kim
Jungseul Ok
AAML
63
0
0
03 Sep 2024
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring
Tuan Vu Ho
Kota Dohi
Yohei Kawaguchi
125
0
0
10 Aug 2024
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
Distributed collaborative anomalous sound detection by embedding sharing
Kota Dohi
Yohei Kawaguchi
FedML
36
2
0
25 Mar 2024
Autoencoder with Group-based Decoder and Multi-task Optimization for Anomalous Sound Detection
Yifan Zhou
Dongxing Xu
Haoran Wei
Yanhua Long
70
0
0
15 Nov 2023
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach
Sangwoong Yoon
Young-Uk Jin
Yung-Kyun Noh
Frank C. Park
86
15
0
28 Oct 2023
Transformer-based Autoencoder with ID Constraint for Unsupervised Anomalous Sound Detection
Jian Guan
Youde Liu
Qiuqiang Kong
Feiyang Xiao
Qiaoxi Zhu
Jiantong Tian
Wenwu Wang
55
9
0
13 Oct 2023
Noisy-ArcMix: Additive Noisy Angular Margin Loss Combined With Mixup Anomalous Sound Detection
Soonhyeon Choi
Jung-Woo Choi
62
9
0
10 Oct 2023
Why do Angular Margin Losses work well for Semi-Supervised Anomalous Sound Detection?
Kevin Wilkinghoff
Frank Kurth
AAML
UQCV
57
9
0
27 Sep 2023
Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning
Yucong Zhang
Hongbin Suo
Yulong Wan
Ming Li
67
4
0
14 Sep 2023
Hierarchical Metadata Information Constrained Self-Supervised Learning for Anomalous Sound Detection Under Domain Shift
Haiyan Lan
Qiaoxi Zhu
Jian Guan
Yuming Wei
Wenwu Wang
48
1
0
14 Sep 2023
Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds
Hejing Zhang
Jian Guan
Qiaoxi Zhu
Feiyang Xiao
Youde Liu
105
5
0
27 Aug 2023
Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection
Xiaoyan Zeng
Yan Song
Zhu Zhuo
Yujie Zhou
Yu-Hong Li
Hui Xue
Lirong Dai
Ian Mcloughlin
83
13
0
20 May 2023
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
Time-weighted Frequency Domain Audio Representation with GMM Estimator for Anomalous Sound Detection
Jian Guan
Youde Liu
Qiaoxi Zhu
Tieran Zheng
Jiqing Han
Wenwu Wang
116
11
0
05 May 2023
Anomalous Sound Detection using Audio Representation with Machine ID based Contrastive Learning Pretraining
Jian Guan
Feiyang Xiao
Youde Liu
Qiaoxi Zhu
Wenwu Wang
141
19
0
07 Apr 2023
Toward Unsupervised 3D Point Cloud Anomaly Detection using Variational Autoencoder
Mana Masuda
Ryo Hachiuma
Ryoske Fujii
Hideo Saito
Yusuke Sekikawa
3DPC
DRL
62
23
0
07 Apr 2023
Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection
Tomoya Nishida
Takashi Endo
Yohei Kawaguchi
47
1
0
05 Apr 2023
Zero-shot Sound Event Classification Using a Sound Attribute Vector with Global and Local Feature Learning
Yi-Han Lin
Xun-Yu Chen
R. Takashima
T. Takiguchi
50
2
0
18 Mar 2023
First-shot anomaly sound detection for machine condition monitoring: A domain generalization baseline
Noboru Harada
Daisuke Niizumi
Yasunori Ohishi
Daiki Takeuchi
Masahiro Yasuda
140
33
0
01 Mar 2023
Deep Conditional Measure Quantization
G. Turinici
41
1
0
17 Jan 2023
The Neural Process Family: Survey, Applications and Perspectives
Saurav Jha
Dong Gong
Xuesong Wang
Richard Turner
L. Yao
BDL
164
24
0
01 Sep 2022
Domain Shift-oriented Machine Anomalous Sound Detection Model Based on Self-Supervised Learning
Jinghao Yan
Xin Wang
Qin Wang
Qin Qin
Huan Li
Pengyi Ye
Yue-ping He
Jing Zeng
89
1
0
31 Aug 2022
Improvement of Serial Approach to Anomalous Sound Detection by Incorporating Two Binary Cross-Entropies for Outlier Exposure
Ibuki Kuroyanagi
Tomoki Hayashi
K. Takeda
Tomoki Toda
61
12
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
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
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
122
75
0
27 May 2022
Anomalous Sound Detection Based on Machine Activity Detection
Tomoya Nishida
Kota Dohi
Takashi Endo
Masaaki Yamamoto
Yohei Kawaguchi
54
11
0
15 Apr 2022
Learning to Adapt to Domain Shifts with Few-shot Samples in Anomalous Sound Detection
Bingqing Chen
Luca Bondi
Samarjit Das
176
8
0
05 Apr 2022
Anomalous Sound Detection using Spectral-Temporal Information Fusion
Youde Liu
Jian Guan
Qiaoxi Zhu
Wenwu Wang
76
58
0
14 Jan 2022
Disentangling Physical Parameters for Anomalous Sound Detection Under Domain Shifts
Kota Dohi
Takashi Endo
Yohei Kawaguchi
73
8
0
12 Nov 2021
A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it
Viswanath Ganapathy
Sauptik Dhar
Olimpiya Saha
Pelin Kurt Garberson
Javad Heydari
Mohak Shah
78
1
0
11 Oct 2021
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
Ryo Tanabe
Harsh Purohit
Kota Dohi
Takashi Endo
Yuki Nikaido
Toshiki Nakamura
Yohei Kawaguchi
146
60
0
06 May 2021
Flow-based Self-supervised Density Estimation for Anomalous Sound Detection
Kota Dohi
Takashi Endo
Harsh Purohit
Ryo Tanabe
Yohei Kawaguchi
66
60
0
16 Mar 2021
Analysis of Feature Representations for Anomalous Sound Detection
Robert Muller
Steffen Illium
Fabian Ritz
Kyrill Schmid
30
18
0
11 Dec 2020
Acoustic Leak Detection in Water Networks
Robert Muller
Steffen Illium
Fabian Ritz
T. Schröder
Christian Platschek
J. Ochs
Claudia Linnhoff-Popien
42
15
0
11 Dec 2020
ID-Conditioned Auto-Encoder for Unsupervised Anomaly Detection
Slawomir Kapka
CML
148
30
0
10 Jul 2020
Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
Yuma Koizumi
Yohei Kawaguchi
Keisuke Imoto
Toshiki Nakamura
Yuki Nikaido
...
Harsh Purohit
Kaori Suefusa
Takashi Endo
Masahiro Yasuda
Noboru Harada
133
188
0
10 Jun 2020
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