Personality in Speech Assessment and Automatic Classification /

• Κύριος συγγραφέας: Polzehl, Tim (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: T-Labs Series in Telecommunication Services,
• Θέματα: Engineering.; User interfaces (Computer systems).; Computational linguistics.; Personality.; Social psychology.; Signal, Image and Speech Processing.; Personality and Social Psychology.; User Interfaces and Human Computer Interaction.; Computational Linguistics.
• Φυσική περιγραφή: XIV, 176 p. 39 illus., 34 illus. in color. online resource.
• ISBN: 9783319095165
• ISSN: 2192-2810

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.