Personality in Speech : Assessment and Automatic Classification Hardback
by Tim Polzehl
Part of the T-Labs Series in Telecommunication Services series
Hardback
Description
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, andneuroticism.
Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically.
Information
-
Out of stock
- Format:Hardback
- Pages:176 pages, 34 Illustrations, color; 5 Illustrations, black and white; XIV, 176 p. 39 illus., 34 illu
- Publisher:Springer International Publishing AG
- Publication Date:11/09/2014
- Category:
- ISBN:9783319095158
Other Formats
- PDF from £76.08
- Paperback / softback from £73.75
Information
-
Out of stock
- Format:Hardback
- Pages:176 pages, 34 Illustrations, color; 5 Illustrations, black and white; XIV, 176 p. 39 illus., 34 illu
- Publisher:Springer International Publishing AG
- Publication Date:11/09/2014
- Category:
- ISBN:9783319095158
