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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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Detalles Bibliográficos
Publicado en:Front Psychol
Main Authors: Vempala, Naresh N., Russo, Frank A.
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2018
Assuntos:
Acceso en liña: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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