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Hardcover - 9783319095158
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Beschreibung
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.
neuroticism. Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically.
Assessment and Automatic Classification
Assessment and Automatic Classification
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 23. August 2016 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 300 Gramm |
| Format | Softcover |
| ISBN-13 | 9783319362045 |
| Auflage | Softcover reprint of the original 1st ed. 2015 |
| Seiten | 176 |
Schlagwörter
Computational Linguistics, Computerlinguistik und Korpuslinguistik, Das Selbst - das Ich - Identität und Persönlichkeit, Digitale Signalverarbeitung (DSP), Elektronik, Mensch-Computer-Interaktion, Personality and Differential Psychology, Signal - Speech and Image Processing, User Interfaces and Human Computer Interaction
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