SW-WAVENET: Learning Representation from Spectrogram and Wavegram Using Wavenet for Anomalous Sound Detection

Author:

Chen Haihui1,Ran Likai1,Sun Xixia2,Cai Chao1

Affiliation:

1. Huazhong University of Science and Technology,State Key Laboratory for Multispectral Information Processing Technologies, School of Artificial Intelligence and Automation,China

2. Nanjing University of Posts and Telecommunications,School of Internet of Things,China

Publisher

IEEE

Reference22 articles.

1. PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition

2. Ensemble of complementary anomaly detectors under domain shifted conditions;lopez;Proceedings of the 6th Detection and Classification of Acoustic Scenes and Events 2021 Workshop (DCASE2021),2021

3. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;International Conference on Machine Learning (ICML),2015

4. Description and discussion on dcase2020 challenge task2: Unsupervised anomalous sound detection for machine condition monitoring;koizumi;Proceedings of the Detection and Classification of Acoustic Scenes and Events 2020 Workshop (DCASE2020),2020

5. Adam: A method for stochastic optimization;kingma;International Conference on Learning Representations (ICLR),2015

Cited by 5 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. Semi-Supervised Acoustic Scene Classification Under Domain Shift Using an Attention Module and Angular Loss;2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW);2024-07-15

2. An Efficient Anomalous Sound Detection by Robust Processing and Reformation of Objective;2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS);2024-04-22

3. Multi-branch Network with Cross-Domain Feature Fusion for Anomalous Sound Detection;Communications in Computer and Information Science;2024

4. Machine Diagnosis by Anomalous Sound Detection Using AI Techniques;2023 11th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC);2023-12-18

5. Acoustic-Sensing-Based Attribute-Driven Imbalanced Compensation for Anomalous Sound Detection without Machine Identity;Sensors;2023-11-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3