Anomalous Sound Detection as a Simple Binary Classification Problem with
Careful Selection of Proxy Outlier Examples

Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples

5 November 2020

Verena Haunschmid

Papers citing "Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples"

8 / 8 papers shown

Title
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 38 0 0 10 Sep 2024
Improvement of Serial Approach to Anomalous Sound Detection by Incorporating Two Binary Cross-Entropies for Outlier Exposure Ibuki Kuroyanagi Tomoki Hayashi K. Takeda T. Toda 27 12 0 13 Jun 2022
Anomalous Sound Detection Based on Machine Activity Detection Tomoya Nishida Kota Dohi Takashi Endo Masaaki Yamamoto Y. Kawaguchi 24 10 0 15 Apr 2022
Multimedia Datasets for Anomaly Detection: A Review Pratibha Kumari Anterpreet Kaur Bedi Mukesh Saini 38 9 0 10 Dec 2021
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions Y. Kawaguchi Keisuke Imoto Yuma Koizumi Noboru Harada Daisuke Niizumi Kota Dohi Ryo Tanabe Harsh Purohit Takashi Endo 32 92 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 Y. Kawaguchi 47 56 0 06 May 2021
Anomalous Sound Detection with Machine Learning: A Systematic Review E. C. Nunes 35 29 0 15 Feb 2021
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 73 304 0 20 Sep 2019