A CNN Sound Classification Mechanism Using Data Augmentation
A CNN Sound Classification Mechanism Using Data Augmentation
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Publisher
Switzerland: MDPI AG
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Language
English
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Publisher
Switzerland: MDPI AG
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Contents
Sound classification has been widely used in many fields. Unlike traditional signal-processing methods, using deep learning technology for sound classification is one of the most feasible and effective methods. However, limited by the quality of the training dataset, such as cost and resource constraints, data imbalance, and data annotation issues,...
Alternative Titles
Full title
A CNN Sound Classification Mechanism Using Data Augmentation
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TN_cdi_doaj_primary_oai_doaj_org_article_9da56f658c174ab1b2cc80f353fd89a4
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_9da56f658c174ab1b2cc80f353fd89a4
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ISSN
1424-8220
E-ISSN
1424-8220
DOI
10.3390/s23156972
