GOL-SFSTS based few-shot learning mechanical anomaly detection using multi-channel audio signal

Author:

Zou Fengqian,Li Xiaoming,Li Yuqing,Sang Shengtian,Jiang Ming,Zhang HaifengORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference49 articles.

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2. Anomalous sound event detection: a survey of machine learning based methods and applications;Mnasri;Multimed. Tools Appl.,2021

3. W. Song, D. Wu, W. Shen, B. Boulet, Meta-learning based early fault detection for rolling bearings via few-shot anomaly detection, (2022).

4. Triplet-graph reasoning network for few-shot metal generic surface defect segmentation;Bao;IEEE Trans. Instrum. Meas.,2021

5. Metric-based meta-learning model for few-shot fault diagnosis under multiple limited data conditions;Wang;Mech. Syst. Signal Process.,2021

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Unsupervised anomalous sound detection method based on Gammatone spectrogram and adversarial autoencoder with attention mechanism;Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering;2024-06-02

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