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Multidimensional Scaling Analysis Applied to Music Mood Recognition

Abstract

The paper presents two experiments aimed at categorizing mood associated with music. Two parts of a listening test were designed and carried out with a group of students, most of whom where users of online social music services. The initial experiment was designed to evaluate the extent to which a given label describes the mood of the particular music excerpt. The second subjective test was conducted to collect the similarity data for the MDS (Multidimensional Scaling) analysis. Results were subject of various MDS and correlation analysis. Obtained MDS representation is relevant and remains coherent with acclaimed 2-dimensional Thayer’s model as well as with evaluation using six mood labels.

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
134 Audio Engineering Society Convention strony 1 - 8
Language:
English
Publication year:
2013
Bibliographic description:
Kostek B., Plewa M.: Multidimensional Scaling Analysis Applied to Music Mood Recognition// 134 Audio Engineering Society Convention/ NY, USA: Audio Engineering Society, 2013, s.1-8
Verified by:
Gdańsk University of Technology

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