Polzehl, Tim. <br/><br/>
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, .
<br/><br/> 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. 
<br/><br/><label>ISBN: </label>9783319095165 
<br/><br/><label>Standard No.: </label>10.1007/978-3-319-09516-5  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Engineering.<br/>User interfaces (Computer systems).<br/>Computational linguistics.<br/>Personality.<br/>Social psychology.<br/>Engineering.<br/>Signal, Image and Speech Processing.<br/>Personality and Social Psychology.<br/>User Interfaces and Human Computer Interaction.<br/>Computational Linguistics.
<br/><br/><label>LC Class. No.: </label>TK5102.9 TA1637-1638 TK7882.S65 
<br/><br/><label>Dewey Class. No.: </label>621.382