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Könyv Personality in Speech Tim Polzehl

Personality in Speech

Assessment and Automatic Classification

Szerző: Tim Polzehl
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
38 334 Ft
This work combines interdisciplinary knowledge and experience from research fields of psychology, li...

Információk a könyvről

Szerző
Tim Polzehl
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
176
EAN
9783319362045
ISBN
3319362046
Enbook ID
13814764
Kiadó
Springer International Publishing AG
Súly
2993
Méretek
155 x 10 x 11

Teljes leírás

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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