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Widmer, Gerhard
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An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music
Cancino-Chacón C., Gadermaier T., Widmer G., Grachten M. Machine Learning 106(6): 887-909, 2017. Type: Article
Along with an appreciation for the art of Western classical music, researchers are also passionate about the study of its expressive interpretation forms. They are interested in modeling the relationship between musical expression and ...
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Nov 6 2017
Discovering simple rules in complex data: a meta-learning algorithm and some surprising musical discoveries
Widmer G. Artificial Intelligence 146(2): 129-148, 2003. Type: Article
The first contribution of this work is its demonstration of the success of machine learning techniques in extracting knowledge about musical performances, even with a simple representation language for examples and rules. The second co...
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Aug 21 2003
Using AI and machine learning to study expressive music performance: project survey and first report
Widmer G. AI Communications 14(3): 149-162, 2001. Type: Article
The preliminary results of an ambitious project to discover models of complex musical performance, using machine learning and data mining techniques, are described in this paper. The project encompasses every aspect of performance, fr...
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Mar 10 2003
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