Anomalous Sound Detection using Audio Representation with Machine ID based Contrastive Learning Pretraining

7 April 2023

Papers citing "Anomalous Sound Detection using Audio Representation with Machine ID based Contrastive Learning Pretraining"

8 / 8 papers shown

Title
ASD-Diffusion: Anomalous Sound Detection with Diffusion Models Fengrun Zhang Xiang Xie Kai Guo DiffM 12 0 0 24 Sep 2024
Activity-Guided Industrial Anomalous Sound Detection against Interferences Yunjoo Lee Jaechang Kim Jungseul Ok AAML 28 0 0 03 Sep 2024
CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning Hao Wu Jing Chen Ruiying Du Cong Wu Kun He Xingcan Shang Hao Ren Guowen Xu AAML 32 7 0 24 Apr 2024
First-Shot Unsupervised Anomalous Sound Detection With Unknown Anomalies Estimated by Metadata-Assisted Audio Generation Hejing Zhang Qiaoxi Zhu Jian Guan Haohe Liu Feiyang Xiao Jiantong Tian Xinhao Mei Xubo Liu Wenwu Wang 13 5 0 22 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 15 7 0 13 Oct 2023
Noisy-ArcMix: Additive Noisy Angular Margin Loss Combined With Mixup Anomalous Sound Detection Soonhyeon Choi Jung-Woo Choi 19 7 0 10 Oct 2023
Self-Supervised Anomaly Detection in Computer Vision and Beyond: A Survey and Outlook H. Hojjati Thi Kieu Khanh Ho Narges Armanfard 16 34 0 10 May 2022
MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection Harsh Purohit Ryo Tanabe K. Ichige Takashi Endo Yuki Nikaido Kaori Suefusa Y. Kawaguchi 70 299 0 20 Sep 2019