Studying emotion induced by music through a crowdsourcing game

作者：

Highlights：

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• We collected ground-truth data on induced musical emotion for 400 musical excerpts.

• We designed an online game with a purpose to attract a big number of participants.

• We analyzed inter-rater agreement on emotional terms from GEMS model.

• We found that mood, gender and liking or disliking the music influence induced emotion.

• We suggested improvements to GEMS scale.

摘要

•We collected ground-truth data on induced musical emotion for 400 musical excerpts.•We designed an online game with a purpose to attract a big number of participants.•We analyzed inter-rater agreement on emotional terms from GEMS model.•We found that mood, gender and liking or disliking the music influence induced emotion.•We suggested improvements to GEMS scale.

论文关键词：Music information retrieval,Game with a purpose,Music induced emotion,Crowdsourcing

论文评审过程：Received 14 May 2014, Revised 19 January 2015, Accepted 22 March 2015, Available online 21 April 2015, Version of Record 10 December 2015.

论文官网地址：https://doi.org/10.1016/j.ipm.2015.03.004