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Modeling Music Emotion Judgments Using Machine Learning Methods
11 references·0 citing·42 second hop
Modeling Music Emotion Judgments Using Machine Learning Methods (2018)Modeling Music Emotion Judgments Using Ma…Predicting musically induced emotions from physiological inputs: linear and neural network models (2013)Predicting musically induced …Music Hath Charms: The Effects of Valence and Arousal on Recovery Following an Acute Stressor (2010)Music Hath Charms: The Effect…Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …EMuJoy: Software for continuous measurement of perceived emotions in music (2007)EMuJoy: Software for continuo…Effects of Music on the Recovery of Autonomic and Electrocortical Activity After Stress Induced by Aversive Visual Stimuli (2007)Effects of Music on the Recov…Basic Emotions (1999)Basic EmotionsThe Effects of Repetitive Exposure to Music on Subjective and Physiological Responses (1996)The Effects of Repetitive Exp…Are there basic emotions? (1992)Are there basic emotions?Sound Sentiment: An Essay on the Musical Emotions, including the complete text of The Corded Shell (1989)Sound Sentiment: An Essay on …A circumplex model of affect. (1980)A circumplex model of affect.Emotion and Meaning in Music (1957)Emotion and Meaning in MusicEvidence for a three-factor theory of emotions (1977)International Affective Picture System (IAPS) : Technical Manual and Affective Ratings (1995)Annotation and processing of continuous emotional attributes: Challenges and opportunities (2013)CARMA: Software for Continuous Affect Rating and Media Annotation (2014)Correcting Time-Continuous Emotional Labels by Modeling the Reaction Lag of Evaluators (2014)The expression of the emotions in man and animals. (1872)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)An argument for basic emotions (1992)Positive Emotions Speed Recovery from the Cardiovascular Sequelae of Negative Emotions (1998)Designing Sociable Robots (2002)Does positive affect influence health? (2005)Fear reduction and fear behavior: Problems in treating a construct. (1968)The Undoing Effect of Positive Emotions (2000)The joy of heartfelt music: An examination of emotional and physiological responses (2017)Development and Psychometric Evaluation of the Adaptive Functions of Music Listening Scale (2018)Is it me or the music? Stress reduction and the role of regulation strategies and music (2019)The Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Measuring emotion: The self-assessment manikin and the semantic differential (1994)What Good Are Positive Emotions? (1998)The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. (2001)Resilient Individuals Use Positive Emotions to Bounce Back From Negative Emotional Experiences. (2004)Heart rate variability analysis for the assessment of immersive emotional arousal using virtual reality: Comparing real and virtual scenarios (2021)The principles of psychology, Vol I. (1890)Emotion recognition in human-computer interaction (2001)EEG-Based Emotion Recognition in Music Listening (2010)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)A Review of Emotion Recognition Using Physiological Signals (2018)The effects of a song-singing programme on the affective speaking intonation of people with traumatic brain injury (2004)Effects of mood induction via music on cardiovascular measures of negative emotion during simulated driving (2014)Unwind: a musical biofeedback for relaxation assistance (2018)Analysing popular music: theory, method and practice (1982)Organized sensemaking: A commentary on processes of interpretive work (2012)Different Emotional Reactions to Different Groups: A Sociofunctional Threat-Based Approach to "Prejudice". (2005)Are Emotions Natural Kinds? (2006)Basic Emotions, Natural Kinds, Emotion Schemas, and a New Paradigm (2007)The Functions of Lyrics in Music Video (2002)Emotions, values, and aesthetic perception (2017)Singing and street cries from eighteenth-century naranjera to twentieth-century violetera: aural paradigms of gender, poverty and affect (2019)
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References

  • 1980A circumplex model of affect.16,320 cited
  • 1992Are there basic emotions?2,376 cited
  • 1999Basic Emotions2,125 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 1957Emotion and Meaning in Music1,026 cited
  • 2007EMuJoy: Software for continuous measurement of perceived emotions in music167 cited
  • 2007Effects of Music on the Recovery of Autonomic and Electrocortical Activity After Stress Induced by Aversive Visual Stimuli122 cited
  • 1989Sound Sentiment: An Essay on the Musical Emotions, including the complete text of The Corded Shell102 cited
  • 2010Music Hath Charms: The Effects of Valence and Arousal on Recovery Following an Acute Stressor101 cited
  • 1996The Effects of Repetitive Exposure to Music on Subjective and Physiological Responses77 cited
  • 2013Predicting musically induced emotions from physiological inputs: linear and neural network models42 cited

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