[T-Labs Series in Telecommunication Services] Personality in Speech || Discussion of the Results

✍ Scribed by Polzehl, Tim

• Book ID: 127217031
• Publisher: Springer International Publishing
• Year: 2014
• Tongue: German
• Weight: 433 KB
• Edition: 2015
• Category: Article
• ISBN: 3319095161
• DOI: 10.1007/978-3-319-09516-5_6

✦ Synopsis

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.