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...

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Detalles Bibliográficos
Autor principal: Gravano, Agustín
Publicado: 2014
Materias:
Dialogue
Entrainment
Prosody
Social variables
ToBI
American English
Kullback Leibler divergence
Levenshtein distance
Manual annotation
Air entrainment
Acceso en línea:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97814799_v_n_p578_Gravano
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 paper:paper_97814799_v_n_p578_Gravano
record_format dspace
spelling paper:paper_97814799_v_n_p578_Gravano2023-06-08T16:37:48Z Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement Gravano, Agustín 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. 2014 https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97814799_v_n_p578_Gravano 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, Agustín
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.
author Gravano, Agustín
author_facet Gravano, Agustín
author_sort Gravano, Agustín
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
publishDate 2014
url https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97814799_v_n_p578_Gravano
http://hdl.handle.net/20.500.12110/paper_97814799_v_n_p578_Gravano
work_keys_str_mv AT gravanoagustin threetobibasedmeasuresofprosodicentrainmentandtheircorrelationswithspeakerengagement
_version_ 1768543920783884288

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