Personality in Speech: Assessment and Automatic Classification

2015 | 192 Pages | ISBN: 3319095153 | PDF | 4 MB

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.

Download:

http://longfiles.com/x0ipl9awpuy2/Personality_in_Speech_Assessment_and_Automatic_Classification.pdf.html

[Fast Download] Personality in Speech: Assessment and Automatic Classification

Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.