Personality in Speech

Assessment and Automatic Classification

von Tim Polzehl

176 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Reihe: T-Labs Series in Telecommunication Services
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Elektronik, Nachrichtentechnik Elektronik
• ISBN: 9783319095158
• Sprache: Englisch
• Erscheinungsdatum: 11.09.2014
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing