Personality in Speech

Assessment and Automatic Classification

Nonfiction, Science & Nature, Technology, Electronics, Health & Well Being, Psychology, Personality
Cover of the book Personality in Speech by Tim Polzehl, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Tim Polzehl ISBN: 9783319095165
Publisher: Springer International Publishing Publication: August 30, 2014
Imprint: Springer Language: English
Author: Tim Polzehl
ISBN: 9783319095165
Publisher: Springer International Publishing
Publication: August 30, 2014
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book The Political Economy of Xenophobia in Africa by Tim Polzehl
Cover of the book Wandering Towards a Goal by Tim Polzehl
Cover of the book Flows in Networks Under Fuzzy Conditions by Tim Polzehl
Cover of the book A Project-Based Introduction to Computational Statics by Tim Polzehl
Cover of the book Transparent Data Mining for Big and Small Data by Tim Polzehl
Cover of the book Modernism and Scottish Theatre since 1969 by Tim Polzehl
Cover of the book A New Generation Material Graphene: Applications in Water Technology by Tim Polzehl
Cover of the book Limits to Climate Change Adaptation by Tim Polzehl
Cover of the book The Politics of Online Copyright Enforcement in the EU by Tim Polzehl
Cover of the book Statistical Methods and Applications from a Historical Perspective by Tim Polzehl
Cover of the book The Illegal Business of Human Trafficking by Tim Polzehl
Cover of the book Introduction to Mathematica® with Applications by Tim Polzehl
Cover of the book Meta-Analysis with R by Tim Polzehl
Cover of the book Fundamentals and Advanced Techniques in Derivatives Hedging by Tim Polzehl
Cover of the book Advanced Computational Methods for Knowledge Engineering by Tim Polzehl
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy