Using Machine-Learning Methods for Musical Style Modeling

  title={Using Machine-Learning Methods for Musical Style Modeling},
  author={Shlomo Dubnov and G{\'e}rard Assayag and Olivier Lartillot and Gill Bejerano},
  journal={IEEE Computer},
T he ability to construct a musical theory from examples presents a great intellectual challenge that, if successfully met, could foster a range of new creative applications. Inspired by this challenge, we sought to apply machine-learning methods to the problem of musical style modeling. Our work so far has produced examples of musical generation and applications to a computer-aided composition system. Machine learning consists of deriving a mathematical model, such as a set of stochastic rules… CONTINUE READING

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