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add recommendations section
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SuperKogito committed Jun 9, 2024
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Expand Up @@ -40,4 +40,16 @@ Disclaimer
===========

The maintainer and the contributors try their best to keep this list up-to-date, and to only include working links (using automated verification with the help of the `urlchecker-action <https://github.com/marketplace/actions/urlchecker-action>`_).
However, we cannot guarantee that all listed links are up-to-date. Read more in `DISCLAIMER.md <https://github.com/SuperKogito/SER-datasets/blob/master/DISCLAIMER.md>`_.
However, we cannot guarantee that all listed links are up-to-date. Read more in `DISCLAIMER.md <https://github.com/SuperKogito/SER-datasets/blob/master/DISCLAIMER.md>`_.


Recommended tools
=================

- `Nkululeko <https://github.com/felixbur/nkululeko>`_
This toolkit has a `data <https://github.com/felixbur/nkululeko/tree/main/data>`_ directory with each python-preprocessing script that can load most datasets in this list.
The processing script there will split the data into train, validation, and test sets, and save them as CSV files with file paths and labels.
Then, you can make make experiments to detect emotions from speech using that dataset with Nkululeko or other tools.

- `ERTK <https://github.com/Strong-AI-Lab/emotion>`_
Similar to Nkululeko, ERTK (emotion recognition toolkit) also has `dataset <https://github.com/Strong-AI-Lab/emotion/tree/master/datasets>`_ directory that can load most datasets in this list.

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