Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement

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 measure...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Gravano, A., Benus, S., Levitan, R., Hirschberg, J., IEEE Signal Processing Society
Formato:	CONF
Materias:	Dialogue Entrainment Prosody Social variables ToBI American English Kullback Leibler divergence Levenshtein distance Manual annotation Air entrainment
Acceso en línea:	http://hdl.handle.net/20.500.12110/paper_97814799_v_n_p578_Gravano
Aporte de:	Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

id	todo:paper_97814799_v_n_p578_Gravano
record_format	dspace
spelling	todo:paper_97814799_v_n_p578_Gravano2023-10-03T16:43:40Z Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement Gravano, A. Benus, S. Levitan, R. Hirschberg, J. IEEE Signal Processing Society Dialogue Entrainment Prosody Social variables ToBI American English Dialogue Kullback Leibler divergence Levenshtein distance Manual annotation Prosody Social variables ToBI Air entrainment 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. Fil:Gravano, A. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. CONF info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/2.5/ar http://hdl.handle.net/20.500.12110/paper_97814799_v_n_p578_Gravano
institution	Universidad de Buenos Aires
institution_str	I-28
repository_str	R-134
collection	Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic	Dialogue Entrainment Prosody Social variables ToBI American English Dialogue Kullback Leibler divergence Levenshtein distance Manual annotation Prosody Social variables ToBI Air entrainment
spellingShingle	Dialogue Entrainment Prosody Social variables ToBI American English Dialogue Kullback Leibler divergence Levenshtein distance Manual annotation Prosody Social variables ToBI Air entrainment 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
topic_facet	Dialogue Entrainment Prosody Social variables ToBI American English Dialogue Kullback Leibler divergence Levenshtein distance Manual annotation Prosody Social variables ToBI Air entrainment
description	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.
format	CONF
author	Gravano, A. Benus, S. Levitan, R. Hirschberg, J. IEEE Signal Processing Society
author_facet	Gravano, A. Benus, S. Levitan, R. Hirschberg, J. IEEE Signal Processing Society
author_sort	Gravano, A.
title	Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement
title_short	Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement
title_full	Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement
title_fullStr	Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement
title_full_unstemmed	Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement
title_sort	three tobi-based measures of prosodic entrainment and their correlations with speaker engagement
url	http://hdl.handle.net/20.500.12110/paper_97814799_v_n_p578_Gravano
work_keys_str_mv	AT gravanoa threetobibasedmeasuresofprosodicentrainmentandtheircorrelationswithspeakerengagement AT benuss threetobibasedmeasuresofprosodicentrainmentandtheircorrelationswithspeakerengagement AT levitanr threetobibasedmeasuresofprosodicentrainmentandtheircorrelationswithspeakerengagement AT hirschbergj threetobibasedmeasuresofprosodicentrainmentandtheircorrelationswithspeakerengagement AT ieeesignalprocessingsociety threetobibasedmeasuresofprosodicentrainmentandtheircorrelationswithspeakerengagement
_version_	1782029909838790656

Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement

Ejemplares similares