This repository contains the implementation of our, team UIBK-DBIS, solution to the Emotions and Themes in Music task as part of MediaEval 2020.
The used tag groups can be found in the respective run configurations that can
be found in the plans folder.
The results folder contains the predictions, decisions and results of our
five submitted runs. The according source code can be found in the src
folder and is under BSD-2-Clause license.
To run commands in the Makefile be sure that you run them using pipenv. The
easiest way to do so is to execute them within pipenv shell.
After linking the dataset to the appropriate location of the data folder running
pipenv run dbispipeline-link it is possible to reproduces the dataset using the
scripts in the tools folder.
Finally, the results can be reproduced by executing the provided plans in the
plans folder with the following call:
pipenv run python -m dbispipeline plans/<plan-file.py>
Please use the pre-commit hooks. Either install it on your system or use the development dependencies.