cocktail-party-deep-learning

Cocktail party problem solution using deep learning

Guide to installations and running the project

Install the python-tk package by typing the following command:
```
sudo apt-get install python-tk
```

Then install the following:

sudo apt-get install python-dev python-pip

Then install the folllwing python libraries:

sudo pip install tensorflow

sudo pip install librosa

sudo pip install matplotlib

sudo pip install numpy

Run guitar_separate_test_CNN.py in python using the command:

python guitar_separate_test_CNN.py audio_file1.wav audio_file2.wav

Note: Both files should be more than 6 seconds long

If you have only one file which contains mixed music already:

python guitar_seaparate_test_CNN.py audio_mix.wav no