Melodic analysis with segment classes

2025-02-14 Classification：Music Click()
Author：Conklin, Darrell

Article Title：Melodic analysis with segment classes

Abstract：
This paper presents a representation for melodic segment classes and applies it to music data mining. Melody is modeled as a sequence of segments, each segment being a sequence of notes. These segments are assigned to classes through a knowledge representation scheme which allows the flexible construction of abstract views of the music surface. The representation is applied to sequential pattern discovery and to the statistical modeling of musical style.

Keywords: music analysis; music data mining; statistical models; music representation; segmentation

DOI: 10.1007/s10994-006-8712-x

Source：MACHINE LEARNING

Welcome to correct the error, please contact email: humanisticspider@gmail.com

Related Reading

Musical automata as dynamical systemsMusical automata as dynamical systems
Mobile networks and place making in cultural tourism -: Staging viking shipsand rock music in RoskilMobile networks and place making in cultural tourism -: Staging viking shipsand rock music in Roskil
Inuit student teachers' agency, positioning and symbolic action:: reflections from a qallunaatInuit student teachers' agency, positioning and symbolic action:: reflections from a qallunaat
Why the music industry may gain from free downloading - The role of samplingWhy the music industry may gain from free downloading - The role of sampling