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20202026
most citedImproving Anomalous Sound Detection via Low-Rank Adaptation Fine-Tuning of Pre-Trained Audio Models

10 citations · 14 across the 8 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

cs.SD2025

Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection

Bing Han, Anbai Jiang, Xinhu Zheng +4

Machine anomalous sound detection (ASD) is a valuable technique across various applications. However, its generalization performance is often limited due to challenges in data coll…

cs.LG2025

FISHER: A Foundation Model for Multi-Modal Industrial Signal Comprehensive Representation

Pingyi Fan, Anbai Jiang, Shuwei Zhang +9

Industrial signal analysis is hindered by severe data heterogeneity, which we characterize as the M5 problem. Existing solutions rely on specialized models that lack robustness and…