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Kniha Personality in Speech Tim Polzehl

Personality in Speech

Assessment and Automatic Classification

Autor: Tim Polzehl
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer International Publishing AG
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
2 286 Kč
This work combines interdisciplinary knowledge and experience from research fields of psychology, li...

Informace o knize

Autor
Tim Polzehl
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2016
Stránek
176
EAN
9783319362045
ISBN
3319362046
Enbook ID
13814764
Vydavatel
Springer International Publishing AG
Hmotnost
2993
Rozměry
155 x 10 x 11

Kompletní popis

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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