Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation

1 code implementation • 23 Jun 2020 • Alisa Liu, Alexander Fang, Gaëtan Hadjeres, Prem Seetharaman, Bryan Pardo

In this paper, we present augmentative generation (Aug-Gen), a method of dataset augmentation for any music generation system trained on a resource-constrained domain.

Music Generation

Bach or Mock? A Grading Function for Chorales in the Style of J.S. Bach

1 code implementation • 23 Jun 2020 • Alexander Fang, Alisa Liu, Prem Seetharaman, Bryan Pardo

Deep generative systems that learn probabilistic models from a corpus of existing music do not explicitly encode knowledge of a musical style, compared to traditional rule-based systems.