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ORCHSET: a dataset for melody extraction in symphonic music recordings

Bosch, J.; Gomez, E.


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  <dc:creator>Bosch, J.</dc:creator>
  <dc:creator>Gomez, E.</dc:creator>
  <dc:date>2016-04-12</dc:date>
  <dc:description>Orchset is intended to be used as a dataset for the development and evaluation of melody extraction algorithms. This collection contains 64 audio excerpts focused on symphonic music. with their corresponding annotation of the melody.

Melody is here defined as “the single (monophonic) pitch sequence that a listener might reproduce if asked to whistle or hum a piece of polyphonic music”.

The dataset creation comprised several tasks: excerpts selection, recording sessions of people singing along with the excerpts, analysis of the recordings and melody annotation. A complete description of the dataset and the creation methodology is presented in this paper:


Bosch, J., Marxer, R., Gomez, E., “Evaluation and Combination of Pitch Estimation Methods for Melody Extraction in Symphonic Classical Music”, Journal of New Music Research (2016)


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When Orchset is used for academic research, we would highly appreciate if scientific publications of works partly based on the Orchset dataset quote the above publication.

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https://www.upf.edu/web/mtg/orchset</dc:description>
  <dc:identifier>https://zenodo.org/record/1289786</dc:identifier>
  <dc:identifier>10.5281/zenodo.1289786</dc:identifier>
  <dc:identifier>oai:zenodo.org:1289786</dc:identifier>
  <dc:relation>doi:10.1080/09298215.2016.1182191</dc:relation>
  <dc:relation>doi:10.5281/zenodo.1289785</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/mdm-dtic-upf</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/mtgupf</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode</dc:rights>
  <dc:source>Journal of New Music Research (2016) 45(2)</dc:source>
  <dc:title>ORCHSET: a dataset for melody extraction in symphonic music recordings</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
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