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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
Autores principales: Vempala, Naresh N., Russo, Frank A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5760560/
https://www.ncbi.nlm.nih.gov/pubmed/29354080
http://dx.doi.org/10.3389/fpsyg.2017.02239