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Unsupervised Anomaly Detection and Localization of Machine Audio: A
  GAN-based Approach

Unsupervised Anomaly Detection and Localization of Machine Audio: A GAN-based Approach

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
31 March 2023
Anbai Jiang
Weiqiang Zhang
Yufeng Deng
Pingyi Fan
Jia-Wei Liu
ArXiv (abs)PDFHTMLGithub (45★)

Papers citing "Unsupervised Anomaly Detection and Localization of Machine Audio: A GAN-based Approach"

7 / 7 papers shown
Contrastive Learning with Spectrum Information Augmentation in Abnormal Sound Detection
Contrastive Learning with Spectrum Information Augmentation in Abnormal Sound Detection
Xinxin Meng
Jiangtao Guo
Yunxiang Zhang
Shun Huang
160
0
0
19 Sep 2025
Noise Supervised Contrastive Learning and Feature-Perturbed for Anomalous Sound Detection
Noise Supervised Contrastive Learning and Feature-Perturbed for Anomalous Sound DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Shun Huang
Zhihua Fang
Liang He
195
2
0
17 Sep 2025
An Enhanced Audio Feature Tailored for Anomalous Sound Detection Based on Pre-trained Models
An Enhanced Audio Feature Tailored for Anomalous Sound Detection Based on Pre-trained ModelsInternational Conference on Artificial Neural Networks (ICANN), 2025
Guirui Zhong
Qing Wang
Jun Du
Lei Wang
Mingqi Cai
Xin Fang
197
1
0
21 Aug 2025
Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection
Exploring Self-Supervised Audio Models for Generalized Anomalous Sound DetectionIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025
Bing Han
Anbai Jiang
Xinhu Zheng
W. Zhang
Jia Liu
Pingyi Fan
Yanmin Qian
242
6
0
17 Aug 2025
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 trainingAPSIPA Transactions on Signal and Information Processing (TASIP), 2025
Ibuki Kuroyanagi
Tomoki Hayashi
K. Takeda
Tomoki Toda
346
3
0
25 May 2025
ASD-Diffusion: Anomalous Sound Detection with Diffusion Models
ASD-Diffusion: Anomalous Sound Detection with Diffusion ModelsInternational Conference on Pattern Recognition (ICPR), 2024
Fengrun Zhang
Xiang Xie
Kai Guo
DiffM
323
4
0
24 Sep 2024
AnoPatch: Towards Better Consistency in Machine Anomalous Sound
  Detection
AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection
Anbai Jiang
Bing Han
Zhiqiang Lv
Yufeng Deng
Wei-Qiang Zhang
Xie Chen
Yanmin Qian
Jia Liu
Pingyi Fan
293
23
0
17 Jun 2024
1
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