IEEE Signal Processing Letters· 2017Q1
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification
- 1,314citations
- Q1SCImago
- 2017year
Short summary
A deep CNN model combined with data augmentation achieves state-of-the-art environmental sound classification, outperforming models without augmentation and shallow learning approaches.
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Signal ProcessingComputer Science