Personality in Speech
Author | : Tim Polzehl |
Publisher | : Springer |
Total Pages | : 187 |
Release | : 2014-08-30 |
ISBN-10 | : 9783319095165 |
ISBN-13 | : 3319095161 |
Rating | : 4/5 (65 Downloads) |
Download or read book Personality in Speech written by Tim Polzehl and published by Springer. This book was released on 2014-08-30 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.