IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound

Document Type

Article

Publication Date

Fall 2018

Abstract

Computers are well suited to tasks such as data categorization and labeling. More challenging is data “generation”, a problem in which recurrent neural networks (RNNs) and more specifically long short-term memory networks (LSTMs) have made significant progress in the past few years. In this project, I train an RNN on a database of classical sheet music, and use it to generate new sheet music.

MinuetInF.midi (1 kB)
model1.midi (1 kB)
model2.midi (1 kB)
model3.midi (1 kB)

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