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Personality in Speech

Assessment and Automatic Classification

Tim Polzehl

Language

English

Book Paperback

Libristo code: 13814764

Publishers Springer International Publishing AG, August 2016

This work combines interdisciplinary knowledge and experience from research fields of psychology, li... Full description

Libristo code: 13814764

263 b

107.29 € VAT included

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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.