Deep learning based on music features predict being moved response
نویسندگان
چکیده
منابع مشابه
Interpersonal closeness and morality predict feelings of being moved.
The emotion commonly labeled in English as being moved or touched is widely experienced but only tacitly defined, and has received little systematic attention. Based on a review of conceptualizations from various disciplines, we hypothesize that events appraised as an increase in interpersonal closeness, or as moral acts, when sufficiently intense, elicit a positive emotion typically labeled "b...
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There is a growing body of research indicating that bodily sensation and behavior strongly influences one's emotional reaction toward certain situations or objects. On this background, a framework model of embodied affectivity is suggested: we regard emotions as resulting from the circular interaction between affective qualities or affordances in the environment and the subject's bodily resonan...
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Feature extraction is a crucial part of many MIR tasks. In this work, we present a system that can automatically extract relevant features from audio for a given task. The feature extraction system consists of a Deep Belief Network (DBN) on Discrete Fourier Transforms (DFTs) of the audio. We then use the activations of the trained network as inputs for a non-linear Support Vector Machine (SVM) ...
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Our goal is to be able to build a generative model from a deep neural network architecture to try to create music that has both harmony and melody and is passable as music composed by humans. Previous work in music generation has mainly been focused on creating a single melody. More recent work on polyphonic music modeling, centered around time series probability density estimation, has met som...
متن کاملBeing moved as one of the major aesthetic emotional states: A commentary on “Being moved: linguistic representation and conceptual structure”
Citation: Koně cni VJ (2015) Being moved as one of the major aesthetic emotional states: A commentary on " Being moved: linguistic representation and conceptual structure ". Recently in this journal, Kuehnast et al. (2014) empirically explored the semantic, psychological, and emotional features of being moved. The purpose of this commentary is to relate the results and discussion of Kuehnast et...
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ژورنال
عنوان ژورنال: The Proceedings of the Annual Convention of the Japanese Psychological Association
سال: 2019
ISSN: 2433-7609
DOI: 10.4992/pacjpa.83.0_1a-049