KHOO, Sui Sin

PhD Swinburne University of Technology 2013 Pages: 213

The single hidden layer neural network based classifiers for Han Chinese folk songs

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This thesis investigates the application of a few powerful machine learning techniques in music classification using a symbolic database of folk songs: The Essen Folksong Collection. Firstly, a meaningful and representative set of theory-based method of encoding Chinese folk songs, called the musical feature density map (MFDMap) is developed to enable efficient classification by machines...

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