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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Front Psychol
Prif Awduron: Vempala, Naresh N., Russo, Frank A.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2018
Pynciau:
Mynediad Ar-lein: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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