Corpus ID: 16551599

A Unit Selection Methodology for Music Generation Using Deep Neural Networks

@inproceedings{Bretan2017AUS,
  title={A Unit Selection Methodology for Music Generation Using Deep Neural Networks},
  author={M. Bretan and Gil Weinberg and Larry Heck},
  booktitle={ICCC},
  year={2017}
}

M. Bretan, Gil Weinberg, Larry Heck

Published in ICCC 2017

Computer Science

Several methods exist for a computer to generate music based on data including Markov chains, recurrent neural networks, recombinancy, and grammars. We explore the use of unit selection and concatenation as a means of generating music using a procedure based on ranking, where, we consider a unit to be a variable length number of measures of music. We first examine whether a unit selection method, that is restricted to a finite size unit library, can be sufficient for encompassing a wide… CONTINUE READING

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