  This paper introduces ALYSIA: Automated LYrical SongwrIting Application.
ALYSIA is based on a machine learning model using Random Forests, and we
discuss its success at pitch and rhythm prediction. Next, we show how ALYSIA
was used to create original pop songs that were subsequently recorded and
produced. Finally, we discuss our vision for the future of Automated
Songwriting for both co-creative and autonomous systems.
