Modeling Evaluations of Low-Level Sounds in Everyday Situations Using Linear Machine Learning for Variable Selection

Modeling Evaluations of Low-Level Sounds in Everyday Situations Using Linear Machine Learning for Variable Selection

Human sound evaluations not only depend on the characteristics of the sound but are also driven by factors related to the listener and the situation. Our research aimed to investigate crucial factors influencing the perception of low-level sounds as they—in addition to the often-researched loud-leve...

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Bibliographic Details
Main Authors: Siegbert Versümer, Jochen Steffens, Patrick Blättermann, Jörg Becker-Schweitzer
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Psychology
Subjects:
machine learning
variable selection
human perception
situation
Lasso
environmental sound
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2020.570761/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyg.2020.570761/full

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