Get Personality in Speech: Assessment and Automatic PDF

Get Personality in Speech: Assessment and Automatic PDF

By Tim Polzehl

This paintings combines interdisciplinary wisdom and event from examine fields of psychology, linguistics, audio-processing, desktop studying, and machine technology. The paintings systematically explores a unique examine subject dedicated to computerized modeling of character expression from speech. For this objective, it introduces a singular character evaluation questionnaire and provides the result of large labeling periods to annotate the speech facts with character exams. It offers estimates of the large five character qualities, i.e. openness, conscientiousness, extroversion, agreeableness, and
neuroticism. in line with a database equipped at the questionnaire, the publication offers types to distinguish various character kinds or periods from speech automatically.

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Extra resources for Personality in Speech: Assessment and Automatic Classification

Example text

Elaborating on the characteristics of personality assessments in a call center scenario Hogan (1982) declares: While the agents’ perspective conceptually taps into a person’s identity (or personality from the inside), the observers’ perspective in contrast taps into a person’s reputation (or personality from the outside). Both facets of personality have important psychological implications. A person’s identity shapes the way the person experiences the world. , reputation of honesty), get married or divorced, get adored or stigmatised.

References Ahles S (2004) Our inner world: a guide to psychodynamics and psychotherapy. Johns Hopkins University Press, Baltimore Allport G, Odbert H (1936) Trait-names: a psycholexical study. Psychol Monogr 47(211):9–30 Allport GW (1937) Personality: a psychological interpretation. Holt, Rinehart & Winston, New York Amelang M, Bartussek D, Stemmler G, Hagemann, D (2006) Differentielle Psychologie und Persönlichkeitsforschung. W. Kohlhammer American Psychiatric Association (2010). Diagnostic and statistical manual of mental disorders : DSM-IV-TR.

Genderconsistent results were obtained by increasing flatness and varying speaking rates. 3 The term translates to sonorous, pompous. 1 Correlations between variation of speaking styles and personality ratings according to Addington (1968) Variation Gender Correlation to ratings Increased breathiness m f Increased flatness Increased throatiness m/f m f Faster speaking rate More pitch variation m/f m f m f More tensed More orotunded m f Younger, more artistic Prettier, shallower, more feminine, petite, effervescent, highly strung Colder, more withdrawn, sluggish, masculine Older, more realistic, sophisticated Lazier, uglier, more masculine, boorish, careless, neurotic, apathetic, less intelligent More animated, extroverted More dynamic, feminine, aesthetic More dynamic, extroverted Older, more unyielding Younger, more feminine, emotional, highly strung, less intelligent Healthier, prouder, more energetic, sophisticated, artistic, interesting, enthusiastic Livelier, prouder, more gregarious, sensitive, humorless Gender effects: m male, f female Scherer (1974) obtained correlations between rated vocal effort and extroversion, sociability and emotional stability.

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