Polzehl, Tim.
Personality in Speech Assessment and Automatic Classification / [electronic resource] : by Tim Polzehl. - XIV, 176 p. 39 illus., 34 illus. in color. online resource. - T-Labs Series in Telecommunication Services, 2192-2810 . - T-Labs Series in Telecommunication Services, .
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
Engineering.
User interfaces (Computer systems).
Computational linguistics.
Personality.
Social psychology.
Engineering.
Signal, Image and Speech Processing.
Personality and Social Psychology.
User Interfaces and Human Computer Interaction.
Computational Linguistics.
TK5102.9 TA1637-1638 TK7882.S65
621.382
Personality in Speech Assessment and Automatic Classification / [electronic resource] : by Tim Polzehl. - XIV, 176 p. 39 illus., 34 illus. in color. online resource. - T-Labs Series in Telecommunication Services, 2192-2810 . - T-Labs Series in Telecommunication Services, .
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
Engineering.
User interfaces (Computer systems).
Computational linguistics.
Personality.
Social psychology.
Engineering.
Signal, Image and Speech Processing.
Personality and Social Psychology.
User Interfaces and Human Computer Interaction.
Computational Linguistics.
TK5102.9 TA1637-1638 TK7882.S65
621.382