Audio-based drone detection and identification using deep learning techniques with dataset enhancement through generative adversarial networks

1 code implementation • journal 2021 • Sara Al-Emadi, Abdulla Al-Ali, Abdulaziz Al-Ali

In this paper, we aim to fill this gap by introducing a hybrid drone acoustic dataset composed of recorded drone audio clips and artificially generated drone audio samples using a state-of-the-art deep learning technique known as the Generative Adversarial Network.

Generative Adversarial Network