Understanding emotional expression using prosodic analysis of natural speech: Refining the methodology. Cohen, A., Lee Hong, S., & Guevara, A. Journal of Behavior Therapy and Experimental Psychiatry, 2010.
abstract   bibtex   
Emotional expression is an essential function for daily life that can be severely affected in some psychological disorders. Laboratory-based procedures designed to measure prosodic expression from natural speech have shown early promise for measuring individual differences in emotional expression but have yet to produce robust within-group prosodic changes across various evocative conditions. This report presents data from three separate studies (total N = 464) that digitally recorded subjects as they verbalized their reactions to various stimuli. Format and stimuli were modified to maximize prosodic expression. Our results suggest that use of evocative slides organized according to either a dimensional (e.g., high and low arousal - pleasant, unpleasant and neutral valence) or categorical (e.g., fear, surprise, happiness) models produced robust changes in subjective state but only negligible change in prosodic expression. Alternatively, speech from the recall of autobiographical memories resulted in meaningful changes in both subjective state and prosodic expression. Implications for the study of psychological disorders are discussed. © 2009 Elsevier Ltd. All rights reserved.
@article{
 title = {Understanding emotional expression using prosodic analysis of natural speech: Refining the methodology},
 type = {article},
 year = {2010},
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 keywords = {Affect,Depression,Emotion,Expression,Laboratory,Mood,Prosody,Schizophrenia,Speech},
 volume = {41},
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 created = {2017-03-04T05:13:32.000Z},
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 abstract = {Emotional expression is an essential function for daily life that can be severely affected in some psychological disorders. Laboratory-based procedures designed to measure prosodic expression from natural speech have shown early promise for measuring individual differences in emotional expression but have yet to produce robust within-group prosodic changes across various evocative conditions. This report presents data from three separate studies (total N = 464) that digitally recorded subjects as they verbalized their reactions to various stimuli. Format and stimuli were modified to maximize prosodic expression. Our results suggest that use of evocative slides organized according to either a dimensional (e.g., high and low arousal - pleasant, unpleasant and neutral valence) or categorical (e.g., fear, surprise, happiness) models produced robust changes in subjective state but only negligible change in prosodic expression. Alternatively, speech from the recall of autobiographical memories resulted in meaningful changes in both subjective state and prosodic expression. Implications for the study of psychological disorders are discussed. © 2009 Elsevier Ltd. All rights reserved.},
 bibtype = {article},
 author = {Cohen, A.S. and Lee Hong, S. and Guevara, A.},
 journal = {Journal of Behavior Therapy and Experimental Psychiatry},
 number = {2}
}

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