Autoble

Inspiration

Thought of music generation at 2 am, thinking it would be cool to try

What it does

Generates music based on input midis, using short phrases within the music that is input

How we built it

Knowledge of what defines a phrase within a piece, intuition about how to define the start and ends of phrases Machine learning for generation of new phrases (still working on integrating with the current idea) Machine learning for sequences of phrases Git

Challenges we ran into

Organization of code Complexity of Machine Learning and deficit of initial knowledge Time Constraints

Accomplishments that we're proud of

The music that was produced

What we learned

Learned about Machine Learning(RBMs and RNN), Tensorflow, and numpy Interacted with music21

What's next for Autoble

Keep on creating music?

Built With

• music21
• python
• tensorflow