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Senior Concert I: A Quiet Departure/Senior Concert Ii: 6 Statements, Matthew Charles Dowden
Senior Concert I: A Quiet Departure/Senior Concert Ii: 6 Statements, Matthew Charles Dowden
Senior Projects Spring 2016
Senior Project submitted to The Division of Arts of Bard College
Algorithmic Music Composition And Accompaniment Using Neural Networks, Daniel Wilton Risdon
Algorithmic Music Composition And Accompaniment Using Neural Networks, Daniel Wilton Risdon
Senior Projects Spring 2016
The goal of this project was to use neural networks as a tool for live music performance. Specifically, the intention was to adapt a preexisting neural network code library to work in Max, a visual programming language commonly used to create instruments and effects for electronic music and audio processing. This was done using ConvNetJS, a JavaScript library created by Andrej Karpathy.
Several neural network models were trained using a range of different training data, including music from various genres. The resulting neural network-based instruments were used to play brief pieces of music, which they used as input to create …