Literature DB >> 20022000

Understanding emotional expression using prosodic analysis of natural speech: refining the methodology.

Alex S Cohen1, S Lee Hong, Alvaro Guevara.   

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.

Entities:  

Mesh:

Year:  2009        PMID: 20022000     DOI: 10.1016/j.jbtep.2009.11.008

Source DB:  PubMed          Journal:  J Behav Ther Exp Psychiatry        ISSN: 0005-7916


  14 in total

Review 1.  What do we really know about blunted vocal affect and alogia? A meta-analysis of objective assessments.

Authors:  Alex S Cohen; Kyle R Mitchell; Brita Elvevåg
Journal:  Schizophr Res       Date:  2014-09-26       Impact factor: 4.939

2.  Psychiatric symptom versus neurocognitive correlates of diminished expressivity in schizophrenia and mood disorders.

Authors:  Alex S Cohen; Yunjung Kim; Gina M Najolia
Journal:  Schizophr Res       Date:  2013-03-06       Impact factor: 4.939

3.  A psychometric investigation of "macroscopic" speech measures for clinical and psychological science.

Authors:  Alex S Cohen; Tyler L Renshaw; Kyle R Mitchell; Yunjung Kim
Journal:  Behav Res Methods       Date:  2016-06

4.  Vocal expression in schizophrenia: Less than meets the ear.

Authors:  Alex S Cohen; Kyle R Mitchell; Nancy M Docherty; William P Horan
Journal:  J Abnorm Psychol       Date:  2016-02

5.  Speech deficits in serious mental illness: a cognitive resource issue?

Authors:  Alex S Cohen; Jessica E McGovern; Thomas J Dinzeo; Michael A Covington
Journal:  Schizophr Res       Date:  2014-11-17       Impact factor: 4.939

6.  Vocal acoustic analysis as a biometric indicator of information processing: implications for neurological and psychiatric disorders.

Authors:  Alex S Cohen; Thomas J Dinzeo; Neila J Donovan; Caitlin E Brown; Sean C Morrison
Journal:  Psychiatry Res       Date:  2015-01-14       Impact factor: 3.222

7.  Computerized facial analysis for understanding constricted/blunted affect: initial feasibility, reliability, and validity data.

Authors:  Alex S Cohen; Sean C Morrison; Dallas A Callaway
Journal:  Schizophr Res       Date:  2013-05-29       Impact factor: 4.939

8.  Ambulatory audio and video recording for digital phenotyping in schizophrenia: Adherence & data usability.

Authors:  Tovah Cowan; Alex S Cohen; Ian M Raugh; Gregory P Strauss
Journal:  Psychiatry Res       Date:  2022-02-25       Impact factor: 11.225

9.  Validating Biobehavioral Technologies for Use in Clinical Psychiatry.

Authors:  Alex S Cohen; Christopher R Cox; Raymond P Tucker; Kyle R Mitchell; Elana K Schwartz; Thanh P Le; Peter W Foltz; Terje B Holmlund; Brita Elvevåg
Journal:  Front Psychiatry       Date:  2021-06-11       Impact factor: 4.157

10.  Detecting clinically significant events through automated language analysis: Quo imus?

Authors:  Peter W Foltz; Mark Rosenstein; Brita Elvevåg
Journal:  NPJ Schizophr       Date:  2016-01-06
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