Fast environmental sound classification based on resource adaptive convolutional neural network

Abstract Recently, with the construction of smart city, the research on environmental sound classification (ESC) has attracted the attention of academia and industry. The development of convolutional neural network (CNN) makes the accuracy of ESC reach a higher level, but the accuracy improvement br...

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Bibliographic Details
Main Authors: Zheng Fang, Bo Yin, Zehua Du, Xianqing Huang
Format: Article
Language:English
Published: Nature Portfolio 2022-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-10382-x