DeepMusic

Exploring Artistic Creativity in Deep Neural Networks

Vision

To compare computational creativity through music generation in two kinds of deep neural nets namely RNN-LSTM (Recurrent Neural Network- Long Short-Term Memory) and GAN(Generative Adversarial Network).

Libraries

pip install --upgrade pip

pip install music21
pip install numpy
pip install tensorflow
pip install pygame

References

• Generate music using an LSTM neural net
• Using GANs to generate original Music

Authors

• Adam Shih
• Kaushambi Gujral
• Maria Gromysch
• Rajashree Pethkar
• Russell Scheinberg