Książka Personality in Speech Tim Polzehl

Personality in Speech

Assessment and Automatic Classification

Autor: Tim Polzehl
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
428.07
This work combines interdisciplinary knowledge and experience from research fields of psychology, li...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2014
strony
176
EAN
9783319095158
ISBN
3319095153
Enbook ID
05038002
Waga
432
Wymiary
164 x 242 x 16

Pełny opis

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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