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Personality in Speech on Hardback by Tim Polzehl
Personality in Speech on Hardback by Tim Polzehl
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Personality in Speech

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Description

This work combines interdisciplinary knowledge and experience from research fields of psychology, linguistics, audio-processing, machine learning, and computer science. The work systematically explores a novel research topic devoted to automated modeling of personality expression from speech. For this aim, it introduces a novel personality assessment questionnaire and presents the results of extensive labeling sessions to annotate the speech data with personality assessments. It provides estimates of the Big 5 personality traits, i.e. openness, conscientiousness, extroversion, agreeableness, and neuroticism. Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically.
Release date NZ
September 11th, 2014
Author
Audience
  • Professional & Vocational
Illustrations
34 Illustrations, color; 5 Illustrations, black and white; XIV, 176 p. 39 illus., 34 illus. in color.
Pages
176
Dimensions
155x235x13
ISBN-13
9783319095158
Product ID
22571756

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