@CONFERENCE\{IMM2012-06313,
    author       = "J. Madsen and B. S. Jensen and J. Larsen and J. B. Nielsen",
    title        = "Towards Predicting Expressed Emotion in Music from Pairwise Comparisons",
    year         = "2012",
    month        = "jul",
    keywords     = "expressed emotion, pairwise comparison, Gaussian process, Generalized Linear models",
    booktitle    = "9th Sound and Music Computing Conference (SMC) Illusions",
    volume       = "",
    series       = "",
    editor       = "",
    publisher    = "",
    organization = "",
    address      = "",
    url          = "http://www2.compute.dtu.dk/pubdb/pubs/6313-full.html",
    abstract     = "We introduce five different 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 and shows a difference despite similar classification error. The variation in predictions across subjects and the difference in ranking is investigated visually in the {AV} space and quantified using Kendall's tau."
}