sed_eval is an open source Python toolbox which provides a standardized, and transparent way to evaluate sound event detection systems.
Authors
- Toni Heittola ([email protected], GitHub, http://www.cs.tut.fi/~heittolt/)
- Annamaria Mesaros ([email protected], http://www.cs.tut.fi/~mesaros/)
See http://tut-arg.github.io/sed_eval for manual and tutorials.
The latest stable release is available on PyPI, and you can install with pip:
pip install sed_eval
Alternatively you can download or clone toolbox and use pip to handle dependencies:
unzip sed_eval.zip pip install -e sed_eval
or:
git clone https://github.com/TUT-ARG/sed_eval.git pip install -e sed_eval
The toolbox is tested to work with Python 2.7 and Python 3.6.
- numpy >= 1.7.0
- dcase_util >= 0.2.4
If you use sed_eval in a research project, please cite the following paper:
Annamaria Mesaros, Toni Heittola, and Tuomas Virtanen, "Metrics for polyphonic sound event detection", Applied Sciences, 6(6):162, 2016 [HTML][PDF]
Code released under the MIT license.