While deep generative models have become the leading methods for algorithmic
composition, it remains a challenging problem to control the generation process because …

This thesis proposes a new, fully convolutional neural network architecture for frame-wise
automatic chord recognition and, by doing so, expands the deep learning vocabulary of the …