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02665nam a22005415i 4500 |
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978-3-319-09516-5 |
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DE-He213 |
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20151204155715.0 |
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cr nn 008mamaa |
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140830s2015 gw | s |||| 0|eng d |
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|a 9783319095165
|9 978-3-319-09516-5
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|a 10.1007/978-3-319-09516-5
|2 doi
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|a 621.382
|2 23
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|a Polzehl, Tim.
|e author.
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|a Personality in Speech
|h [electronic resource] :
|b Assessment and Automatic Classification /
|c by Tim Polzehl.
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| 264 |
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|a Cham :
|b Springer International Publishing :
|b Imprint: Springer,
|c 2015.
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| 300 |
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|a XIV, 176 p. 39 illus., 34 illus. in color.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
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|a text file
|b PDF
|2 rda
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|a T-Labs Series in Telecommunication Services,
|x 2192-2810
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| 520 |
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|a 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.
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|a Engineering.
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| 650 |
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|a User interfaces (Computer systems).
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| 650 |
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|a Computational linguistics.
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| 650 |
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|a Personality.
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| 650 |
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|a Social psychology.
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| 650 |
1 |
4 |
|a Engineering.
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| 650 |
2 |
4 |
|a Signal, Image and Speech Processing.
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| 650 |
2 |
4 |
|a Personality and Social Psychology.
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| 650 |
2 |
4 |
|a User Interfaces and Human Computer Interaction.
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| 650 |
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4 |
|a Computational Linguistics.
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| 710 |
2 |
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|a SpringerLink (Online service)
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|t Springer eBooks
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| 776 |
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8 |
|i Printed edition:
|z 9783319095158
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| 830 |
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|a T-Labs Series in Telecommunication Services,
|x 2192-2810
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| 856 |
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|u http://dx.doi.org/10.1007/978-3-319-09516-5
|z Full Text via HEAL-Link
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| 912 |
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|a ZDB-2-ENG
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| 950 |
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|a Engineering (Springer-11647)
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