Examples of how asymmetric window improves the oracle performance
This git repo gives a simple demenstration on the effect of using asymmetric window pairs on the oracle performance for speech separation. Please find the details in the file Asymmetric_window_on_oracle.ipynb. It might be slow to load the file.
- git clone this repo
- install the needed libraries using pip or conda in your environment
pip install mir_eval
pip install soundfile
...
The provided samples are female speech (in Danish), male speech (in Danish) and their mixture (in Danish). You can also try with your own samples e.g. male + male, female + female, and explore how the performance improves by using asymmetric window pairs. 👍
If you find our work helful in your research, please cite us.