DESED_task

Domestic environment sound event detection task.

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DCASE Task 4

Baseline DCASE Task 4 recipes:

• DCASE 2021 Task 4
• DCASE 2022 Task 4
• DCASE 2023 Task 4
• DCASE 2024 Task 4

Updates are on the website and join us in the dedicated slack channel.

Installation Notes

You want to run a recipe or DCASE Task 4 baseline system

Go to ./recipes/YOUR_DESIRED_RECIPE and follow the instructions there in the README.md

In each recipe we provide a conda script which creates a suitable conda environment with all dependencies, including pytorch with GPU support in order to run the recipe. There are also instructions for data download and preparation.

You need only desed_task package for other reasons

Run python setup.py install to install the desed_task package

Your own recipes ?

If you want to share your recipe in this repo, do not hesitate to create a pull request. To be able to contribute/modify the code install desed_task via python setup.py develop.

Note

By default a pre-commit is installed via requirements.txt. The pre-commit hook checks for Black formatting on the whole repository. Black ensures that code style is consistent through the whole repository and recipes for better readability.