Dembow

The first A.I that generates reggaeton hits.

Machine Learning Techniques

Using TensorFlow to generate short sequences of music with a Restricted Boltzmann Machine. Do you want to go deep?, see the original technical idea: How to build an RBM neural network in tensorflow.

Getting Started

1. Install Tensorflow. If you have trouble running Tensorflow installation it may help:

sudo easy_install pip
sudo pip install --upgrade virtualenv
 export PIP_REQUIRE_VIRTUALENV=false

2. Install Anaconda and dependencies

3. Create virtualenv

virtualenv venv

4. Activate venv

source venv/bin/activate

5. Install python_midi module in normal procedure

git clone [email protected]:vishnubob/python-midi.git 
cd python-midi 
python setup.py install

6. Install remaining dependencies with pip.

• matplotlib
• numpy
• pandas
• msgpack
• glob
• tqdm

pip install [dependencies]

7. Make magic happen. First train your model with custom parameters and then wait the output.

python fire.py

Depends of the technical capabilities of your computer, it can take from 5 to 10 minutes.

Contribute

We need your help feeding and training our current model. If you have reggeaton samples feel free to contribute.