Conferencia

Gravano, A.; Benus, S.; Levitan, R.; Hirschberg, J.; IEEE Signal Processing Society "Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement" (2014) 2014 IEEE Workshop on Spoken Language Technology, SLT 2014:578-583
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Abstract:

Entrainment is the propensity of conversational partners to align different aspects of their communicative behavior. In this study we present three novel measures of prosodic entrainment based on intonational contours as defined by the ToBI conventions for prosodic description. Each of these measures estimates the similarity of contours used by speakers in different ways: by means of the perplexity of n-gram models, the Levenshtein distance, and the Kullback-Leibler divergence measure. We report significant correlations between each of these measures and manual annotations of a number of social variables related to the level of engagement of speakers, in a corpus of task-oriented dialogues in Standard American English. © 2014 IEEE.

Registro:

Documento: Conferencia
Título:Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement
Autor:Gravano, A.; Benus, S.; Levitan, R.; Hirschberg, J.; IEEE Signal Processing Society
Filiación:Departamento de Computación, FCEyN, Universidad de Buenos Aires, Argentina
National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina
Constantine the Philosopher University in Nitra, Institute of Informatics, Slovak Academy of Sciences, Slovakia
Department of Computer Science, Columbia University, New York, NY 10027, United States
Palabras clave:Dialogue; Entrainment; Prosody; Social variables; ToBI; American English; Dialogue; Kullback Leibler divergence; Levenshtein distance; Manual annotation; Prosody; Social variables; ToBI; Air entrainment
Año:2014
Página de inicio:578
Página de fin:583
DOI: http://dx.doi.org/10.1109/SLT.2014.7078638
Título revista:2014 IEEE Workshop on Spoken Language Technology, SLT 2014
Título revista abreviado:IEEE Workshop Spok. Lang. Technol., SLT - Proc.
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97814799_v_n_p578_Gravano

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Citas:

---------- APA ----------
Gravano, A., Benus, S., Levitan, R., Hirschberg, J. & IEEE Signal Processing Society (2014) . Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement. 2014 IEEE Workshop on Spoken Language Technology, SLT 2014, 578-583.
http://dx.doi.org/10.1109/SLT.2014.7078638
---------- CHICAGO ----------
Gravano, A., Benus, S., Levitan, R., Hirschberg, J., IEEE Signal Processing Society "Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement" . 2014 IEEE Workshop on Spoken Language Technology, SLT 2014 (2014) : 578-583.
http://dx.doi.org/10.1109/SLT.2014.7078638
---------- MLA ----------
Gravano, A., Benus, S., Levitan, R., Hirschberg, J., IEEE Signal Processing Society "Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement" . 2014 IEEE Workshop on Spoken Language Technology, SLT 2014, 2014, pp. 578-583.
http://dx.doi.org/10.1109/SLT.2014.7078638
---------- VANCOUVER ----------
Gravano, A., Benus, S., Levitan, R., Hirschberg, J., IEEE Signal Processing Society Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement. IEEE Workshop Spok. Lang. Technol., SLT - Proc. 2014:578-583.
http://dx.doi.org/10.1109/SLT.2014.7078638