Differentiable assignation problem resolution by deep learning method.

Requirements

pip install -r requirements.txt

Getting Started

• python generate_hnet_training_data.py generates synthetic distance matrices and association matrices.
• Then python run.py to train Hnet with the generated data.

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Sharath Adavanne*, Archontis Politis* and Tuomas Virtanen, "Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers" in the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2021)

License

The repository is licensed under the TAU License.