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.contributed to the NEO-FFI so far as well as common aspects between these models are given in the last section, cf. Sect. 1.2.8. ... Accessed 29 April 2011 Costa PT, McCrae RR (1985) The NEO personality inventory manual. Psychol Assessanbsp;...
|Title||:||Personality in Speech|
|Publisher||:||Springer - 2014-08-30|