Personality in Speech Assessment and Automatic Classification
Polzehl, Tim.
Personality in Speech Assessment and Automatic Classification by Tim Polzehl. - 1 recurso en línea (XIV, 176 páginas 39 ilustraciones, 34 ilustraciones a color.) - T-Labs Series in Telecommunication Services, 2192-2810 Engineering (Springer-11647) .
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.
9783319095165
10.1007/978-3-319-09516-5 doi
Proceso en lenguaje natural (Informática)
QA76.9.N38 / 2015 EB
Personality in Speech Assessment and Automatic Classification by Tim Polzehl. - 1 recurso en línea (XIV, 176 páginas 39 ilustraciones, 34 ilustraciones a color.) - T-Labs Series in Telecommunication Services, 2192-2810 Engineering (Springer-11647) .
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.
9783319095165
10.1007/978-3-319-09516-5 doi
Proceso en lenguaje natural (Informática)
QA76.9.N38 / 2015 EB