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Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech. / Stepikhov, Anton ; Loukina, Anastassia.

Speech and Computer: 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18–22, 2018, Proceedings. Springer Nature, 2018. p. 656-666 (Lecture Notes in Artificial Intelligence ; Vol. 11096).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Stepikhov, A & Loukina, A 2018, Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech. in Speech and Computer: 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18–22, 2018, Proceedings. Lecture Notes in Artificial Intelligence , vol. 11096, Springer Nature, pp. 656-666, 20th International Conference on Speech and Computer, Leipzig, Germany, 18/09/18. https://doi.org/10.1007/978-3-319-99579-3_67

APA

Stepikhov, A., & Loukina, A. (2018). Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech. In Speech and Computer: 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18–22, 2018, Proceedings (pp. 656-666). (Lecture Notes in Artificial Intelligence ; Vol. 11096). Springer Nature. https://doi.org/10.1007/978-3-319-99579-3_67

Vancouver

Stepikhov A, Loukina A. Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech. In Speech and Computer: 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18–22, 2018, Proceedings. Springer Nature. 2018. p. 656-666. (Lecture Notes in Artificial Intelligence ). https://doi.org/10.1007/978-3-319-99579-3_67

Author

Stepikhov, Anton ; Loukina, Anastassia. / Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech. Speech and Computer: 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18–22, 2018, Proceedings. Springer Nature, 2018. pp. 656-666 (Lecture Notes in Artificial Intelligence ).

BibTeX

@inproceedings{b31b6686a2364416a23e967117387019,
title = "Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech",
abstract = "The paper explores the relationship between expert manual annotation of German spontaneous speech and annotator{\textquoteright}s individuality with regard to personality traits, working memory capacity and processing speed. The research question is whether there is a relationship between the annotated sentence length and individual traits of the annotator. The participants were asked to detect sentence boundaries in the transcripts of German spontaneous monologues and to perform several test tasks. Personality traits were examined using the Five Factor Personality Inventory. Working memory capacity was measured through reading span and operation span tasks. To compute processing speed we used Letter Comparison and Pattern Comparison tasks. Linear mixed modelling revealed the significant effect of the personality trait “Neuroticism” on the length of annotated sentences. Contrary to the initial hypothesis, working memory capacity of annotators was not related to sentence length. Processing speed did not have any effect on sentence length either.",
keywords = "Annotation, German, Personality, Segmentation, Sentence boundary detection, Spontaneous speech, Working memory capacity",
author = "Anton Stepikhov and Anastassia Loukina",
note = "Stepikhov A., Loukina A. (2018) Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech. In: Karpov A., Jokisch O., Potapova R. (eds) Speech and Computer. SPECOM 2018. Lecture Notes in Computer Science, vol 11096. Springer, Cham. https://doi.org/10.1007/978-3-319-99579-3_67; 20th International Conference on Speech and Computer, SPECOM 2018 ; Conference date: 18-09-2018 Through 22-09-2018",
year = "2018",
doi = "10.1007/978-3-319-99579-3_67",
language = "English",
isbn = "978-3-319-99578-6",
series = "Lecture Notes in Artificial Intelligence ",
publisher = "Springer Nature",
pages = "656--666",
booktitle = "Speech and Computer",
address = "Germany",

}

RIS

TY - GEN

T1 - Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech

AU - Stepikhov, Anton

AU - Loukina, Anastassia

N1 - Stepikhov A., Loukina A. (2018) Personality, Working Memory Capacity and Expert Manual Annotation of German Spontaneous Speech. In: Karpov A., Jokisch O., Potapova R. (eds) Speech and Computer. SPECOM 2018. Lecture Notes in Computer Science, vol 11096. Springer, Cham. https://doi.org/10.1007/978-3-319-99579-3_67

PY - 2018

Y1 - 2018

N2 - The paper explores the relationship between expert manual annotation of German spontaneous speech and annotator’s individuality with regard to personality traits, working memory capacity and processing speed. The research question is whether there is a relationship between the annotated sentence length and individual traits of the annotator. The participants were asked to detect sentence boundaries in the transcripts of German spontaneous monologues and to perform several test tasks. Personality traits were examined using the Five Factor Personality Inventory. Working memory capacity was measured through reading span and operation span tasks. To compute processing speed we used Letter Comparison and Pattern Comparison tasks. Linear mixed modelling revealed the significant effect of the personality trait “Neuroticism” on the length of annotated sentences. Contrary to the initial hypothesis, working memory capacity of annotators was not related to sentence length. Processing speed did not have any effect on sentence length either.

AB - The paper explores the relationship between expert manual annotation of German spontaneous speech and annotator’s individuality with regard to personality traits, working memory capacity and processing speed. The research question is whether there is a relationship between the annotated sentence length and individual traits of the annotator. The participants were asked to detect sentence boundaries in the transcripts of German spontaneous monologues and to perform several test tasks. Personality traits were examined using the Five Factor Personality Inventory. Working memory capacity was measured through reading span and operation span tasks. To compute processing speed we used Letter Comparison and Pattern Comparison tasks. Linear mixed modelling revealed the significant effect of the personality trait “Neuroticism” on the length of annotated sentences. Contrary to the initial hypothesis, working memory capacity of annotators was not related to sentence length. Processing speed did not have any effect on sentence length either.

KW - Annotation

KW - German

KW - Personality

KW - Segmentation

KW - Sentence boundary detection

KW - Spontaneous speech

KW - Working memory capacity

UR - http://www.scopus.com/inward/record.url?scp=85053778178&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-99579-3_67

DO - 10.1007/978-3-319-99579-3_67

M3 - Conference contribution

SN - 978-3-319-99578-6

T3 - Lecture Notes in Artificial Intelligence

SP - 656

EP - 666

BT - Speech and Computer

PB - Springer Nature

T2 - 20th International Conference on Speech and Computer

Y2 - 18 September 2018 through 22 September 2018

ER -

ID: 71303726