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...

詳細記述

書誌詳細
主要な著者: Sungho Shin, Jongwon Kim, Yeonguk Yu, Seongju Lee, Kyoobin Lee
フォーマット: 論文
言語:English
出版事項: MDPI AG 2021-03-01
シリーズ:Applied Sciences
主題:
オンライン・アクセス:https://www.mdpi.com/2076-3417/11/7/3043