Personality in Speech Assessment and Automatic Classification
tarafından
Polzehl, Tim. author.
Başlık
:
Personality in Speech Assessment and Automatic Classification
Yazar
:
Polzehl, Tim. author.
ISBN
:
9783319095165
Yazar
:
Polzehl, Tim. author.
Fiziksel Niteleme
:
XIV, 176 p. 39 illus., 34 illus. in color. online resource.
Seri
:
T-Labs Series in Telecommunication Services,
Özet
:
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.
Konu Başlığı
:
Engineering.
User interfaces (Computer systems).
Computational linguistics.
Personality.
Social psychology.
Signal, Image and Speech Processing.
Personality and Social Psychology.
User Interfaces and Human Computer Interaction.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 21350-1001 | TK5102.9 | Springer E-Book Collection |