Erschienen: 11.09.2014 Abbildung von Polzehl | Personality in Speech | 2014 | Assessment and Automatic Class...

Polzehl

Personality in Speech

Assessment and Automatic Classification

2014. Buch. xiv, 176 S. 5 s/w-Abbildungen, 34 Farbabbildungen, Bibliographien. Hardcover

Springer. ISBN 978-3-319-09515-8

Format (B x L): 15,5 x 23,5 cm

Gewicht: 456 g

In englischer Sprache

Produktbeschreibung

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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