DeepWaveDOA

This repo provides the code for the ICASSP 2024 paper: "Robust DOA estimation from deep acoustic imaging."

Introduction

<p align="center"><img src="https://github.com/adrianSRoman/DeepWaveDOA/blob/main/figures/poster.png?raw=true" alt="Poster Presented at ICASSP 2024." width="800"/></p>

[!WARNING] DeepWaveDOA is still undergoing active development. The main backbones and their checkpoints have been provided in this repo. However, we will continue upgrading the repo to bring in the stable pipeline to train, evaluate and test the models presented in the paper.

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Citation

If you find our repository and research useful, please cite the following paper:

@inproceedings{roman2024spatial,
  title={Robust DoA Estimation from Deep Acoustic Imaging},
  author={Roman, Adrian S, Roman, Iran R and Bello, Juan P},
  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2024},
  organization={IEEE}
}