Chordify Annotator Subjectivity Dataset

Publication date

2017-10-23

Authors

Koops, Hendrik VincentISNI 0000000493299426
de Haas, W. BasISNI 0000000419417201
Volk, A.ISNI 0000000419417738
Bransen, J.ISNI 0000000419552294
Burgoyne, John Ashley

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Contribution to conference
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Abstract

Reference annotation datasets containing harmony annotations are at the core of a wide range of studies in music information retrieval and related fields. The majority of these datasets contain single reference annotations describing the harmony of each piece or song. Nevertheless, music theoretical insights on harmonic ambiguity and studies showing differences among annotators in many MIR tasks make the notion of a single “ground-truth” reference annotation a tenuous one. In order to gain a better understanding of differences between harmony annotators, we introduce the Chordify Annotator Subjectivity Dataset (CASD) containing chord labels for fifty songs from four annotators.

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Citation

Koops, H V, de Haas, W B, Volk, A, Bransen, J & Burgoyne, J A 2017, 'Chordify Annotator Subjectivity Dataset', International Society for Music Information Retrieval Conference 2017, Suzhou, China, 23/10/17 - 27/10/17. < https://ismir2017.smcnus.org/lbds/Koops2017.pdf >, conference