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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Personality in Speech
• Podnázev: Assessment and Automatic Classification
• Autor: Tim Polzehl
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 176
• EAN: 9783319362045
• ISBN: 3319362046
• ID: 13814764
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 2993 g
• Rozměry: 10 × 155 × 11 mm
• Datum vydání: 23. August 2016

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