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We propose a framework for computer music composition that uses resilient propagation (RProp) and long short term memory (LSTM) recurrent neural network.
Geometrical approximations to the structure of musical pitch
Shepard, Roger N · 1982
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Information processing in dynamical systems: Foundations of harmony theory
Smolensky, Paul · 1986
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The utility driven dynamic error propagation network
Robinson, AJ and Fallside, Frank · 1987
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Maximum midi, 1988
Messick, Paul · 1988
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A connectionist approach to algorithmic composition
Todd, Peter M · 1989
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Backpropagation through time: what it does and how to do it
Werbos, Paul J · 1990
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A direct adaptive method for faster backpropagation learning: The rprop algorithm
Riedmiller, Martin and Braun, Heinrich · 1993
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Neural network music composition by prediction: Exploring the benefits of psychoacoustic constraints and multi-scale processing
Mozer, Michael C · 1994
Cited alongside, same era.
Advanced supervised learning in multi-layer perceptrons—from backpropagation to adaptive learning algorithms
Riedmiller, Martin · 1994
Cited alongside, same era.
Rprop - description and implementation details, 1994
Riedmiller, Martin and Rprop, I · 1994
Cited alongside, same era.
Long short-term memory
Hochreiter, Sepp and Schmidhuber, Jürgen · 1997
Cited alongside, same era.
Multi-phase learning for jazz improvisation and interaction
Franklin, Judy A · 2001
Cited alongside, same era.
A first look at music composition using lstm recurrent neural networks
Eck, Douglas and Schmidhuber, Juergen · 2002
Discriminative methods for multi-labeled classification
Godbole, Shantanu and Sarawagi, Sunita · 2004
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Harmonising chorales by probabilistic inference
Allan, Moray and Williams, Christopher KI · 2005
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Recurrent neural networks for music computation
Franklin, Judy A · 2006
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Evaluation of multiple-f0 estimation and tracking systems
Bay, Mert, Ehmann, Andreas F, and Downie, J Stephen · 2009
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The recurrent temporal restricted boltzmann machine
Sutskever, Ilya, Hinton, Geoffrey E, and Taylor, Graham W · 2009
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Boulanger-Lewandowski, Nicolas, Bengio, Yoshua, and Vincent, Pascal · 2012
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Cited alongside, same era.
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