Towards Predicting Expressed Emotion in Music from Pairwise Comparisons

Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

Standard

Towards Predicting Expressed Emotion in Music from Pairwise Comparisons. / Madsen, Jens; Jensen, Bjørn Sand; Larsen, Jan; Nielsen, Jens Brehm.

Proceedings of the 9th Sound and Music Computing Conference. 2012. p. 350-357.

Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

Harvard

Madsen, J, Jensen, BS, Larsen, J & Nielsen, JB 2012, 'Towards Predicting Expressed Emotion in Music from Pairwise Comparisons'. in Proceedings of the 9th Sound and Music Computing Conference. pp. 350-357.

APA

Madsen, J., Jensen, B. S., Larsen, J., & Nielsen, J. B. (2012). Towards Predicting Expressed Emotion in Music from Pairwise Comparisons. In Proceedings of the 9th Sound and Music Computing Conference. (pp. 350-357)

CBE

Madsen J, Jensen BS, Larsen J, Nielsen JB. 2012. Towards Predicting Expressed Emotion in Music from Pairwise Comparisons. In Proceedings of the 9th Sound and Music Computing Conference. pp. 350-357.

MLA

Madsen, Jens et al. "Towards Predicting Expressed Emotion in Music from Pairwise Comparisons". Proceedings of the 9th Sound and Music Computing Conference. 2012. 350-357.

Vancouver

Madsen J, Jensen BS, Larsen J, Nielsen JB. Towards Predicting Expressed Emotion in Music from Pairwise Comparisons. In Proceedings of the 9th Sound and Music Computing Conference. 2012. p. 350-357.

Author

Madsen, Jens; Jensen, Bjørn Sand; Larsen, Jan; Nielsen, Jens Brehm / Towards Predicting Expressed Emotion in Music from Pairwise Comparisons.

Proceedings of the 9th Sound and Music Computing Conference. 2012. p. 350-357.

Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

Bibtex

@inbook{3eec839c6cd24be6af0cc2048df10b50,
title = "Towards Predicting Expressed Emotion in Music from Pairwise Comparisons",
author = "Jens Madsen and Jensen, {Bjørn Sand} and Jan Larsen and Nielsen, {Jens Brehm}",
year = "2012",
pages = "350-357",
booktitle = "Proceedings of the 9th Sound and Music Computing Conference",

}

RIS

TY - GEN

T1 - Towards Predicting Expressed Emotion in Music from Pairwise Comparisons

A1 - Madsen,Jens

A1 - Jensen,Bjørn Sand

A1 - Larsen,Jan

A1 - Nielsen,Jens Brehm

AU - Madsen,Jens

AU - Jensen,Bjørn Sand

AU - Larsen,Jan

AU - Nielsen,Jens Brehm

PY - 2012

Y1 - 2012

N2 - We introduce five regression models for the modeling of expressed emotion in music using data obtained in a two alternative forced choice listening experiment. The predictive performance of the proposed models is compared using learning curves, showing that all models converge to produce a similar classification error. The predictive ranking of the models is compared using Kendall's tau rank correlation coefficient which shows a difference despite similar classification error. The variation in predictions across subjects and the difference in ranking is investigated visually in the arousal-valence space and quantified using Kendall's tau.

AB - We introduce five regression models for the modeling of expressed emotion in music using data obtained in a two alternative forced choice listening experiment. The predictive performance of the proposed models is compared using learning curves, showing that all models converge to produce a similar classification error. The predictive ranking of the models is compared using Kendall's tau rank correlation coefficient which shows a difference despite similar classification error. The variation in predictions across subjects and the difference in ranking is investigated visually in the arousal-valence space and quantified using Kendall's tau.

BT - Proceedings of the 9th Sound and Music Computing Conference

T2 - Proceedings of the 9th Sound and Music Computing Conference

SP - 350

EP - 357

ER -