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- W1566656929 abstract "We introduce the MIR task of segmenting melodies into phrases, summarise the musicological and psychological background to the task and review existing computational methods before presenting a new model, IDyOM, for melodic segmentation based on statistical learning and information-dynamic analysis. The performance of the model is compared to several existing algorithms in predicting the annotated phrase boundaries in a large corpus of folk music. The results indicate that four algorithms produce acceptable results: one of these is the IDyOM model which performs much better than naive statistical models and approaches the performance of the best-performing rule-based models. Further slight performance improvement can be obtained by combining the output of the four algorithms in a hybrid model, although the performance of this model is moderate at best, leaving a great deal of room for improvement on this task." @default.
- W1566656929 created "2016-06-24" @default.
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- W1566656929 date "2010-01-01" @default.
- W1566656929 modified "2023-09-24" @default.
- W1566656929 title "Melodic Grouping in Music Information Retrieval: New Methods and Applications" @default.
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- W1566656929 doi "https://doi.org/10.1007/978-3-642-11674-2_16" @default.
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