Folk music style modelling by recurrent neural networks with long short term memory units

Conference object English OPEN
Sturm, Bob ; Santos, João Felipe ; Korshunova, Iryna (2015)
  • Subject: Technology and Engineering

We demonstrate two generative models created by training a recurrent neural network (RNN) with three hidden layers of long short-term memory (LSTM) units. This extends past work in numerous directions, including training deeper models with nearly 24,000 high-level transcriptions of folk tunes. We discuss our on-going work.
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