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Modeling Music Emotion Judgments Using Machine Learning Methods

Emotion judgments and five channels of physiological data were obtained from 60 participants listening to 60 music excerpts. Various machine learning (ML) methods were used to model the emotion judgments inclusive of neural networks, linear regression, and random forests. Input for models of perceiv...

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書誌詳細
出版年:Front Psychol
主要な著者: Vempala, Naresh N., Russo, Frank A.
フォーマット: Artigo
言語:Inglês
出版事項: Frontiers Media S.A. 2018
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC5760560/
https://ncbi.nlm.nih.gov/pubmed/29354080
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyg.2017.02239
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