DocumentCode
3401211
Title
A comparison between continuous categorical emotion responses and Stimulus loudness parameters
Author
Ferguson, Stacey ; Schubert, Eugen ; Doheon Lee ; Cabrera, D. ; McPherson, Gary E.
Author_Institution
Creativity & Cognition Studios, Univ. of Technol., Sydney, Sydney, NSW, Australia
fYear
2013
fDate
10-12 July 2013
Firstpage
1
Lastpage
6
Abstract
This paper investigates the use of psychoacoustic loudness analysis as a method for determining the likely emotional responses of listeners to musical excerpts. 19 excerpts of music were presented to 86 participants (7 randomly chosen excerpts per participant) who were asked to rate the emotion category using the emotion-clock-face continuous response interface. The same excerpts were analysed with a loudness model, and time series results were summarised as both loudness median and standard deviation. Comparisons indicate that the median and standard deviation of loudness plays an important role in determining the emotion category responses.
Keywords
emotion recognition; music; musical acoustics; psychology; time series; user interfaces; continuous categorical emotion responses; emotion category responses; emotion-clock-face continuous response interface; loudness median; loudness model; music; psychoacoustic loudness analysis; standard deviation; stimulus loudness parameters; time series; Computational modeling; Educational institutions; Mathematical model; Mice; Music; Psychoacoustic models; Standards; Emotion; loudness; music;
fLanguage
English
Publisher
ieee
Conference_Titel
Information, Intelligence, Systems and Applications (IISA), 2013 Fourth International Conference on
Conference_Location
Piraeus
Print_ISBN
978-1-4799-0770-0
Type
conf
DOI
10.1109/IISA.2013.6623697
Filename
6623697
Link To Document