Personality in Speech - E-book

eBook

Personality In Speech - ENG

Assessment And Automatic Classification

Tim Polzehl

eBook

$1,980.00

Disponible

Información adicional
Sinopsis

ISBN:	9783319095165
Formato:	ePub
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Psicología
Subtema:	Personalidad
Año de publicación:	2014-08-30

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.

eBooks