Anomalous sound detection based on interpolation deep neural network

19 May 2020

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 15 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 123 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 87 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