Detection of physical violence through audio

Tiago Lacerda
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Abstract

Our work aims to study and develop the best data augmentations for training deep learning models using Self Supervised Learning in the audio context. We will develop this work through research applied to the context of physical violence detection through audio, by means of portable devices, such as smartphones.
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通过音频检测身体暴力
我们的工作旨在研究和开发在音频环境中使用自监督学习来训练深度学习模型的最佳数据增强。我们将通过应用于通过智能手机等便携式设备通过音频检测身体暴力的研究来开展这项工作。
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