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Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
11 June 2024
Tomoya Nishida
Noboru Harada
Daisuke Niizumi
Davide Albertini
Roberto Sannino
Simone Pradolini
Filippo Augusti
Keisuke Imoto
Kota Dohi
Harsh Purohit
Takashi Endo
Y. Kawaguchi
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Papers citing
"Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring"
5 / 5 papers shown
Title
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work
Kevin Wilkinghoff
Takuya Fujimura
Keisuke Imoto
Jonathan Le Roux
Zheng-Hua Tan
T. Toda
48
0
0
13 Mar 2025
Timbre Difference Capturing in Anomalous Sound Detection
Tomoya Nishida
Harsh Purohit
Kota Dohi
Takashi Endo
Y. Kawaguchi
26
0
0
29 Oct 2024
Representational learning for an anomalous sound detection system with source separation model
S. Shin
Seokjin Lee
22
0
0
29 Oct 2024
A decade of DCASE: Achievements, practices, evaluations and future challenges
A. Mesaros
Romain Serizel
Toni Heittola
Tuomas Virtanen
Mark D. Plumbley
37
2
0
07 Oct 2024
Improvements of Discriminative Feature Space Training for Anomalous Sound Detection in Unlabeled Conditions
Takuya Fujimura
Ibuki Kuroyanagi
Tomoki Toda
27
0
0
14 Sep 2024
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