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Audio-based music structure analysis

 
: Paulus, J.; Müller, M.; Klapuri, A.

Downie, J.S.; Veltkamp, R.C. ; International Society for Music Information Retrieval -ISMIR-:
11th International Society for Music Information Retrieval Conference, ISMIR 2010 : Utrecht, August 9-13, 2010
2010
ISBN: 978-90-393-5381-3
pp.625-636
International Society for Music Information Retrieval Conference (ISMIR) <11,2010, Utrecht>
English
Conference Paper
Fraunhofer IIS ()

Abstract
Humans tend to organize perceived information into hierarchies and structures, a principle that also applies to music. Even musically untrained listeners unconsciously analyze and segment music with regard to various musical aspects, for example, identifying recurrent themes or detecting temporal boundaries between contrasting musical parts. This paper gives an overview of state-of-theart methods for computational music structure analysis, where the general goal is to divide an audio recording into temporal segments corresponding to musical parts and to group these segments into musically meaningful categories. There are many different criteria for segmenting and structuring music audio. In particular, one can identify three conceptually different approaches, which we refer to as repetition-based, novelty-based, and homogeneitybased approaches. Furthermore, one has to account for different musical dimensions such as melody, harmony, rhythm, and timbre. In our state-of-t he-art report, we address these different issues in the context of music structure analysis, while discussing and categorizing the most relevant and recent articles in this field.

: http://publica.fraunhofer.de/documents/N-263543.html