An efficient dilated convolutional neural network for UAV noise reduction at low input SNR

Acoustic applications on a multi-rotor unmanned aerial vehicle (UAV) have been hindered by its low input signal-to-noise ratio (SNR). Such low SNR condition poses prominent challenges for beamforming algorithms, statistical methods, and existing mask-based deep learning algorithms. We propose the sm...

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Bibliographic Details
Main Authors: Tan, Zhi-Wei, Nguyen, Anh Hai Trieu, Khong, Andy Wai Hoong
Other Authors: School of Electrical and Electronic Engineering
Format: Conference Paper
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/141755