Personality in Speech
Assessment and Automatic Classification
Häftad, Engelska, 2016
Av Tim Polzehl
1 409 kr
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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, andneuroticism. Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically.
Produktinformation
- Utgivningsdatum2016-08-23
- Mått155 x 235 x 11 mm
- Vikt300 g
- SpråkEngelska
- SerieT-Labs Series in Telecommunication Services
- Antal sidor176
- FörlagSpringer International Publishing AG
- EAN9783319362045