Personality in Speech Assessment and Automatic Classification /
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 th...
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| Main Author: | |
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| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
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| Edition: | 1st ed. 2015. |
| Series: | T-Labs Series in Telecommunication Services,
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| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-3-319-09516-5 |
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| LEADER | 03206nam a22005895i 4500 | ||
|---|---|---|---|
| 001 | 978-3-319-09516-5 | ||
| 003 | DE-He213 | ||
| 005 | 20200703123603.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 140830s2015 gw | s |||| 0|eng d | ||
| 020 | |a 9783319095165 |9 978-3-319-09516-5 | ||
| 024 | 7 | |a 10.1007/978-3-319-09516-5 |2 doi | |
| 050 | 4 | |a TK5102.9 | |
| 050 | 4 | |a TA1637-1638 | |
| 072 | 7 | |a TTBM |2 bicssc | |
| 072 | 7 | |a TEC008000 |2 bisacsh | |
| 072 | 7 | |a TTBM |2 thema | |
| 072 | 7 | |a UYS |2 thema | |
| 082 | 0 | 4 | |a 621.382 |2 23 |
| 100 | 1 | |a Polzehl, Tim. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Personality in Speech |h [electronic resource] : |b Assessment and Automatic Classification / |c by Tim Polzehl. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2015. | |
| 300 | |a XIV, 176 p. 39 illus., 34 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a T-Labs Series in Telecommunication Services, |x 2192-2810 | |
| 520 | |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. | ||
| 650 | 0 | |a Signal processing. | |
| 650 | 0 | |a Image processing. | |
| 650 | 0 | |a Speech processing systems. | |
| 650 | 0 | |a Personality. | |
| 650 | 0 | |a Social psychology. | |
| 650 | 0 | |a User interfaces (Computer systems). | |
| 650 | 0 | |a Computational linguistics. | |
| 650 | 1 | 4 | |a Signal, Image and Speech Processing. |0 https://scigraph.springernature.com/ontologies/product-market-codes/T24051 |
| 650 | 2 | 4 | |a Personality and Social Psychology. |0 https://scigraph.springernature.com/ontologies/product-market-codes/Y20050 |
| 650 | 2 | 4 | |a User Interfaces and Human Computer Interaction. |0 https://scigraph.springernature.com/ontologies/product-market-codes/I18067 |
| 650 | 2 | 4 | |a Computational Linguistics. |0 https://scigraph.springernature.com/ontologies/product-market-codes/N22000 |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319095172 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319095158 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319362045 |
| 830 | 0 | |a T-Labs Series in Telecommunication Services, |x 2192-2810 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-319-09516-5 |
| 912 | |a ZDB-2-ENG | ||
| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||