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Adds the results and plot instruction in the REAMDE
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fakufaku committed Aug 7, 2020
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23 changes: 18 additions & 5 deletions README.md
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Expand Up @@ -19,7 +19,7 @@ blind source separation.

## Author

[Robin Scheibler](http://robinscheibler.org) (firstname.name@gmail.org)
[Robin Scheibler](http://robinscheibler.rg) (firstname.name@gmail.org)

## Run the experiments

Expand All @@ -31,8 +31,8 @@ We use [ipyparallel](https://ipyparallel.readthedocs.io/en/latest/) to paralleli

```bash
# prepare the environment
git clone --recursive https://git.linecorp.com/robin-scheibler/generalized_minimal_distortion_principle.git
cd generalized_minimal_distortion_principle
git clone --recursive https://github.com/fakufaku/2020_interspeech_gdmp.git
cd 2020_interspeech_gdmp
conda env create -f environment.yml
conda activate gmdp

Expand All @@ -42,7 +42,7 @@ python ../config_dataset.json
cd ..
```

### Run
### Run the Experiments

```bash
# start the engines
Expand All @@ -52,8 +52,21 @@ ipcluster start --daemonize
python ./paper_simulation.py ./experiment1_config.json

# run experiment for ILRMA-T
python ./paper_simulation.py ./experiment1_config.json
python ./paper_simulation.py ./experiment2_config.json

# stop the engines
ipcluster stop
```

### Create the Tables and Figures

In general, do the following
```python
python ./analysis.py ./sim_results/<results_folder>
```

To recreate the figures with the simulation results used in the paper do
```python
python ./analysis.py ./sim_results/20200511-112906_experiment1_config_102af93240
python ./analysis.py ./sim_results/20200507-012736_experiment2_config_102af93240
```
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