Self-Supervised Transfer Learning from Natural Images for Sound Classification

Self-Supervised Transfer Learning from Natural Images for Sound Classification

We propose the implementation of transfer learning from natural images to audio-based images using self-supervised learning schemes. Through self-supervised learning, convolutional neural networks (CNNs) can learn the general representation of natural images without labels. In this study, a convolut...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Sungho Shin, Jongwon Kim, Yeonguk Yu, Seongju Lee, Kyoobin Lee
Fformat:	Erthygl
Iaith:	English
Cyhoeddwyd:	MDPI AG 2021-03-01
Cyfres:	Applied Sciences
Pynciau:	deep learning sound event detection self-supervised learning transfer learning natural image
Mynediad Ar-lein:	https://www.mdpi.com/2076-3417/11/7/3043

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