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Personality in Speech = Assessment and Automatic Classification /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Personality in Speech/ by Tim Polzehl.
Reminder of title:	Assessment and Automatic Classification /
Author:	Polzehl, Tim.
Description:	XIV, 176 p. 39 illus., 34 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Signal processing. -
Online resource:	https://doi.org/10.1007/978-3-319-09516-5
ISBN:	9783319095165

Personality in Speech = Assessment and Automatic Classification /
Polzehl, Tim.

Personality in SpeechAssessment and Automatic Classification /[electronic resource] :by Tim Polzehl. - 1st ed. 2015. - XIV, 176 p. 39 illus., 34 illus. in color.online resource. - T-Labs Series in Telecommunication Services,2192-2810. - T-Labs Series in Telecommunication Services,.

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.

ISBN: 9783319095165

Standard No.: 10.1007/978-3-319-09516-5doiSubjects--Topical Terms:

561459
Signal processing.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.382

Personality in Speech = Assessment and Automatic Classification /
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