Personality in Speech: Assessment and Automatic Classification by Tim Polzehl (E

Description: Personality in Speech by Tim Polzehl 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. Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically. FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description 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. Back Cover 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. Table of Contents Personality Assessment in Psychology.- Speech-based Personality Assessment.- Database and Labeling.- Analysis of Human Personality Perception.- Automatic Personality Estimation.- Discussion.- Conclusion and Outlook. Review "The focus of this study, written by a researcher atTelekom Innovation Laboratories in Berlin, is speech. Researchers andinnovators in human-computer interactions will find interesting and valuableinterdisciplinary materials in these experiments. … detailed sectionaldivisions within the chapters, collected in the table of contents, will usuallybe adequate to rapidly aid the reader in finding the particular desiredinformation. This is cutting-edge research with many potential applications." (BradReid, Computing Reviews, November, 2015)"Polzehl reviews research on speech and personality, including descriptive, correlational, and experimental work. … He develops a rich corpus of speech and extracts a large set of acoustic features in order to predict the Big Five personality traits … . I recommend the book for those interested in the technical details of how to develop an automated speech analysis system." (David S. Kreiner, PsycCRITIQUES, Vol. 60 (33), August, 2015) Review Quote "The focus of this study, written by a researcher atTelekom Innovation Laboratories in Berlin, is speech. Researchers andinnovators in human-computer interactions will find interesting and valuableinterdisciplinary materials in these experiments. ... detailed sectionaldivisions within the chapters, collected in the table of contents, will usuallybe adequate to rapidly aid the reader in finding the particular desiredinformation. This is cutting-edge research with many potential applications." (BradReid, Computing Reviews, November, 2015) "Polzehl reviews research on speech and personality, including descriptive, correlational, and experimental work. ... He develops a rich corpus of speech and extracts a large set of acoustic features in order to predict the Big Five personality traits ... . I recommend the book for those interested in the technical details of how to develop an automated speech analysis system." (David S. Kreiner, PsycCRITIQUES, Vol. 60 (33), August, 2015) Feature Presents encouraging modeling methods to assess personality from speech Introduces a personality assessment questionnaire and presents the results of extensive labeling sessions Combines interdisciplinary knowledge and experience from research fields of psychology, linguistics, audio-processing, machine learning, and computer science Details ISBN3319362046 Author Tim Polzehl Year 2016 ISBN-10 3319362046 ISBN-13 9783319362045 Format Paperback Language English Media Book DEWEY 005.437 Imprint Springer International Publishing AG Subtitle Assessment and Automatic Classification Place of Publication Cham Country of Publication Switzerland Illustrations 34 Illustrations, color; 5 Illustrations, black and white; XIV, 176 p. 39 illus., 34 illus. in color. Pages 176 Publication Date 2016-08-23 Short Title Personality in Speech Edited by Eduard Nitu Birth 1974 Affiliation Massachusetts Institute of Technology Position journalist Qualifications S. J. Publisher Springer International Publishing AG Edition Description Softcover reprint of the original 1st ed. 2015 Series T-Labs Series in Telecommunication Services Alternative 9783319095158 Audience Professional & Vocational We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:100253512;

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