Abstract:
In conversation, speakers have been shown to entrain, or become more similar to each other, in various ways. We measure entrainment on eight acoustic features extracted from the speech of subjects playing a cooperative computer game and associate the degree of entrainment with a number of manually-labeled social variables acquired using Amazon Mechanical Turk, as well as objective measures of dialogue success. We find that male-female pairs entrain on all features, while male-male pairs entrain only on particular acoustic features (intensity mean, intensity maximum and syllables per second). We further determine that entrainment is more important to the perception of female-male social behavior than it is for same-gender pairs, and it is more important to the smoothness and flow of male-male dialogue than it is for female-female or mixedgender pairs. Finally, we find that entrainment is more pronounced when intensity or speaking rate is especially high or low. © 2012 Association for Computational Linguistics.
Registro:
| Documento: |
Conferencia
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| Título: | Acoustic-prosodic entrainment and social behavior |
| Autor: | Levitan, R.; Gravano, A.; Willson, L.; Beňuš, S.; Hirschberg, J.; Nenkova, A.; Appen ButlerHill; at and t; et al.; Google; Microsoft Research; Nuance |
| Filiación: | Dept. of Computer Science, Columbia University, New York, NY 10027, United States
Departamento de Computación (FCEyN), Universidad de Buenos Aires, Argentina
Constantine the Philosopher University, Institute of Informatics, Slovak Academy of Sciences, Slovakia
Dept. of Computer and Information Science, University of Pennsylvania, Philadelphia, PA 19104, United States
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| Palabras clave: | Computational linguistics; Acoustic features; Amazon mechanical turks; Objective measure; Social behavior; Speaking rate; Computer games |
| Año: | 2012
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| Página de inicio: | 11
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| Página de fin: | 19
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| Título revista: | 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012
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| Título revista abreviado: | NAACL HLT - Conf. North Am. Chapter Assoc. Comput. Linguist.: Hum. Lang. Technol., Proc. Conf.
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| Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_19372842_v_n_p11_Levitan |
Referencias:
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- Gravano, A., (2009) Turn-Taking and Affirmative Cue Words in Task-Oriented Dialogue, , Ph.D. thesis, Columbia University, New York
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Citas:
---------- APA ----------
Levitan, R., Gravano, A., Willson, L., Beňuš, S., Hirschberg, J., Nenkova, A. & Appen ButlerHill; at and t; et al.; Google; Microsoft Research; Nuance
(2012)
. Acoustic-prosodic entrainment and social behavior. 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012, 11-19.
Recuperado de https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_19372842_v_n_p11_Levitan [ ]
---------- CHICAGO ----------
Levitan, R., Gravano, A., Willson, L., Beňuš, S., Hirschberg, J., Nenkova, A., et al.
"Acoustic-prosodic entrainment and social behavior"
. 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012
(2012) : 11-19.
Recuperado de https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_19372842_v_n_p11_Levitan [ ]
---------- MLA ----------
Levitan, R., Gravano, A., Willson, L., Beňuš, S., Hirschberg, J., Nenkova, A., et al.
"Acoustic-prosodic entrainment and social behavior"
. 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2012, 2012, pp. 11-19.
Recuperado de https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_19372842_v_n_p11_Levitan [ ]
---------- VANCOUVER ----------
Levitan, R., Gravano, A., Willson, L., Beňuš, S., Hirschberg, J., Nenkova, A., et al. Acoustic-prosodic entrainment and social behavior. NAACL HLT - Conf. North Am. Chapter Assoc. Comput. Linguist.: Hum. Lang. Technol., Proc. Conf. 2012:11-19.
Available from: https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_19372842_v_n_p11_Levitan [ ]
