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The IsoVAT Corpus: Parameterization of Musical Features for Affective Composition Cover

The IsoVAT Corpus: Parameterization of Musical Features for Affective Composition

Open Access
|Nov 2022

Figures & Tables

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Table 1

Summary of common dimensional emotion models.

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Figure 1

Discrete emotions placed in VAT space.

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Figure 2

Musical features mapped to expressed affect.

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Table 2

Composition Guide for affective Western music.

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Table 3

Genre and Instrumentation of IsoVAT corpus.

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Figure 3

Reduced score for Arousal set 7.

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Table 4

Arousal-manipulating features as manipulated in Arousal set 7.

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Table 5

Means and standard deviations in confusion matrices for 2-rank study results.

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Figure 4

Means and standard deviations for each clip’s ground-truth label-response pairing.

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Table 6

Agreement values from 1-rank study for ground-truthed order and composed labels.

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Table 7

Medians, Absolute deviations, and Chi Square tests for Likert responses.

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Table 8

Central comparison of ground truth order by study design and final ground-truth order, see Section 6.4.

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Figure 5

Reduced score for mid clips in valence sets 5 and 6.

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Figure 6

Reduced score for Valence 8-High.

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Figure 7

Reduced score for valence set 2.

DOI: https://doi.org/10.5334/tismir.120 | Journal eISSN: 2514-3298
Language: English
Submitted on: Oct 14, 2021
Accepted on: Jun 16, 2022
Published on: Nov 14, 2022
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2022 Cale Plut, Philippe Pasquier, Jeff Ens, Renaud Tchemeube, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.