Personality in Speech
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.
| Autor: | Polzehl, Tim |
|---|---|
| ISBN: | 9783319362045 |
| Sprache: | Englisch |
| Seitenzahl: | 176 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 23.08.2016 |
| Untertitel: | Assessment and Automatic Classification |
| Schlagworte: | Allport’s Trait Organization Big 5 Personality Traits Multi-Speaker Data Recordings Presents Encouraging Modeling Methods Speech-based Personality Assessment to Assess personality from Speech |