cocktail-party-deep-learning

Cocktail party problem solution using deep learning

Guide to installations and running the project

For Linux (Ubuntu)

1. Install the python-tk package by typing the following command:

   sudo apt-get install python-tk
   

2. Then install the following:

   sudo apt-get install python-dev python-pip
   

3. Then install the folllwing python libraries:

   sudo pip install tensorflow
   
   sudo pip install librosa
   
   sudo pip install matplotlib
   
   sudo pip install numpy
   

To run the main program

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