Personality in Speech

Assessment and Automatic Classification

Inbunden, Engelska, 2014

Av Tim Polzehl

1 409 kr

Beställningsvara. Skickas inom 7-10 vardagar

Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)

Häftad

1 409 kr

Skickas inom 7-10 vardagar

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

Utgivningsdatum2014-09-11
Mått155 x 235 x 17 mm
Vikt459 g
FormatInbunden
SpråkEngelska
SerieT-Labs Series in Telecommunication Services
Antal sidor176
Upplaga2015
FörlagSpringer International Publishing AG
ISBN9783319095158

Tillhör följande kategorier

“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)