Personality in Speech: Assessment and Automatic Classification (T-Labs Series in Telecommunication Services)

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9783319095158: Personality in Speech: Assessment and Automatic Classification (T-Labs Series in Telecommunication Services)
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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.

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Tim Polzehl
Verlag: Springer-Verlag Gmbh Nov 2014 (2014)
ISBN 10: 3319095153 ISBN 13: 9783319095158
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Buchbeschreibung Springer-Verlag Gmbh Nov 2014, 2014. Buch. Buchzustand: Neu. 241x155x17 mm. Neuware - 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 176 pp. Englisch. Artikel-Nr. 9783319095158

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