Multidimensional Scaling Analysis Applied to Music Mood Recognition
×
Cite This
Citation & Abstract
M. Plewa, and B. Kostek, "Multidimensional Scaling Analysis Applied to Music Mood Recognition," Paper 8876, (2013 May.). doi:
M. Plewa, and B. Kostek, "Multidimensional Scaling Analysis Applied to Music Mood Recognition," Paper 8876, (2013 May.). doi:
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.
@article{plewa2013multidimensional,
author={plewa, magdalena and kostek, bozena},
journal={journal of the audio engineering society},
title={multidimensional scaling analysis applied to music mood recognition},
year={2013},
volume={},
number={},
pages={},
doi={},
month={may},}
@article{plewa2013multidimensional,
author={plewa, magdalena and kostek, bozena},
journal={journal of the audio engineering society},
title={multidimensional scaling analysis applied to music mood recognition},
year={2013},
volume={},
number={},
pages={},
doi={},
month={may},
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.},}
TY - paper
TI - Multidimensional Scaling Analysis Applied to Music Mood Recognition
SP -
EP -
AU - Plewa, Magdalena
AU - Kostek, Bozena
PY - 2013
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - May 2013
TY - paper
TI - Multidimensional Scaling Analysis Applied to Music Mood Recognition
SP -
EP -
AU - Plewa, Magdalena
AU - Kostek, Bozena
PY - 2013
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - May 2013
AB - 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.
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.
Authors:
Plewa, Magdalena; Kostek, Bozena
Affiliation:
Gdansk University of Technology, Gdansk, Poland
AES Convention:
134 (May 2013)
Paper Number:
8876
Publication Date:
May 4, 2013Import into BibTeX
Subject:
Perception and Education
Permalink:
http://www.aes.org/e-lib/browse.cfm?elib=16777