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Title Personality in speech : assessment and automatic classification
Book cover
Author(s) Polzehl, Tim
Publication Cham : Springer, 2015.
Series (T-Labs Series in Telecommunication Services)
Subject category Engineering
Abstract 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.
ISBN 9783319095158 (This book at Amazon) (print version)
9783319095165 (This book at Amazon) (electronic version)
DOI ebook: 10.1007/978-3-319-09516-5
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 Record created 2014-11-12, last modified 2019-07-30