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
Autor principal: Gravano, A.
Otros Autores: Benus, S., Levitan, R., Hirschberg, J., IEEE Signal Processing Society
Formato: Acta de conferencia Capítulo de libro
Lenguaje:Inglés
Publicado: Institute of Electrical and Electronics Engineers Inc. 2014
Materias:
Acceso en línea:Registro en Scopus
DOI
Handle
Registro en la Biblioteca Digital
Aporte de:Registro referencial: Solicitar el recurso aquí
LEADER 08091caa a22008777a 4500
001 PAPER-14273
003 AR-BaUEN
005 20230518204446.0
008 190411s2014 xx ||||fo|||| 10| 0 eng|d
024 7 |2 scopus  |a 2-s2.0-84946691705 
040 |a Scopus  |b spa  |c AR-BaUEN  |d AR-BaUEN 
100 1 |a Gravano, A. 
245 1 0 |a Three ToBI-based measures of prosodic entrainment and their correlations with speaker engagement 
260 |b Institute of Electrical and Electronics Engineers Inc.  |c 2014 
506 |2 openaire  |e Política editorial 
504 |a Brennan, S.E., Clark, H.H., Conceptual pacts and lexical choice in conversation (1996) Journal of Experimental Psychology: Learning, Memory and Cognition, 22 (6), pp. 1482-1493 
504 |a Niederhoffer, K., Pennebaker, J., Linguistic style matching in social interaction (2002) Journal of Language & Social Psychology, 21 (4), pp. 337-360 
504 |a Danescu-Niculescu-Mizil, C., Gamon, M., Dumais, S., Mark my words! Linguistic style accommodation in social media (2011) Proc. of WWW 2011 
504 |a Reitter, D., Keller, F., Moore, J.D., Computational modelling of structural priming in dialogue (2006) Proceedings of HLT/NAACL 
504 |a Reitter, D., Keller, F., Moore, J.D., A computational cognitive model of syntactic priming (2011) Cognitive Science, 35 (4), pp. 587-637 
504 |a Levitan, R., Hirschberg, J., Measuring acousticprosodic entrainment with respect to multiple levels and dimensions (2011) Proc. of Interspeech 
504 |a Levitan, R., Gravano, A., Hirschberg, J., Entrainment in speech preceding backchannels (2011) Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics 
504 |a Jennifer, S., Pardo, On phonetic convergence during conversational interaction (2006) The Journal of the Acoustical Society of America, 1119 (4), p. 2382 
504 |a Giles, H., Coupland, N., Coupland, J., Accommodation theory: Communication, context, and consequence (1991) Contexts of Accommodation: Developments in Applied Sociolinguistics, 1 
504 |a Nenkova, A., Gravano, A., Hirschberg, J., High frequency word entrainment in spoken dialogue (2008) Proceedings of ACL/HLT 
504 |a Reitter, D., Moore, J.D., Alignment and task success in spoken dialogue (2014) Journal of Memory and Language, 76, pp. 29-46. , October 
504 |a Chartrand, T.L., Bargh, J.A., The chameleon effect: The perception-behavior link and social interaction (1999) J Pers Soc Psychol, 76 (6), pp. 893-910 
504 |a Levitan, R., Gravano, A., Willson, L., Benus, S., Hirschberg, J., Nenkova, A., Acoustic-prosodic entrainment and social behavior (2012) Proceedings of NAACL/HLT 
504 |a Lee, C.C., Black, M., Katsamanis, A., Lammert, A., Baucom, B., Christensen, A., Georgiou, P.G., Narayanan, S., Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples (2010) Proc. of Interspeech 
504 |a Lee, C.C., Katsamanis, A., Black, M.P., Baucom, B., Georgiou, P.G., Narayanan, S.S., An analysis of PCAbased vocal entrainment measures in married couples' affective spoken interactions (2011) Interspeech 
504 |a Manson, J.H., Bryant, G.A., Gervais, M.M., Kline, M.A., Convergence of speech rate in conversation predicts cooperation (2013) Evolution and Human Behavior, 34, p. 419426 
504 |a Street, R.L., Speech convergence and speech evaluation in fact-finding interviews (1984) Human Communication Research, 11 (2), pp. 139-169 
504 |a Danescu-Niculescu-Mizil, C., Lee, L., Pang, B., Kleinberg, J., Echoes of power: Language effects and power differences in social interaction (2012) Proc. of WWW 
504 |a Benus, S., Gravano, A., Levitan, R., Levitan, S.I., Willson, L., Hirschberg, J., Entrainment, dominance and alliance in Supreme Court hearings (2014) Knowledge-Based Systems, , in press 
504 |a Beckman, M.E., Hirschberg, J., (1994) The ToBI Annotation Conventions, , Ohio State University 
504 |a Pierrehumbert, J.B., (1980) The Phonology and Phonetics of English Intonation, , Ph. D. thesis, MIT 
504 |a Pitrelli, J.F., Beckman, M.E., Hirschberg, J., Evaluation of prosodic transcription labeling reliability in the ToBI framework (1994) Proc. of ICSLP 
504 |a Gravano, A., Levitan, R., Willson, L., Benus, S., Hirschberg, J., Nenkova, A., Acoustic and prosodic correlates of social behavior (2011) Interspeech 
504 |a Stolcke, A., Srilm-an extensible language modeling toolkit (2002) Proc. of Interspeech 
504 |a Levenshtein, V.I., Binary codes capable of correcting deletions, insertions and reversals (1966) Soviet Physics Doklady, 10, p. 707 
504 |a Kullback, S., Leibler, R.A., On information and sufficiency (1951) Annals of Mathematical Statistics, 22 (1), p. 7986 
504 |a Bigi, B., Using Kullback-Leibler distance for text categorization (2003) European Conference on Information Retrieval (ECIR), pp. 305-319. , F. Sebastiani, Ed. vol. 2633 of LNCS. Springer, Heidelberg 
504 |a Rosenberg, A., Autobi-A tool for automatic tobi annotation (2010) Proc. of InterspeechA4 - IEEE Signal Processing Society 
520 3 |a 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.  |l eng 
536 |a Detalles de la financiación: National Stroke Foundation, NSF, IIS-0803148 
593 |a Departamento de Computación, FCEyN, Universidad de Buenos Aires, Argentina 
593 |a National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina 
593 |a Constantine the Philosopher University in Nitra, Institute of Informatics, Slovak Academy of Sciences, Slovakia 
593 |a Department of Computer Science, Columbia University, New York, NY 10027, United States 
690 1 0 |a DIALOGUE 
690 1 0 |a ENTRAINMENT 
690 1 0 |a PROSODY 
690 1 0 |a SOCIAL VARIABLES 
690 1 0 |a TOBI 
690 1 0 |a DIALOGUE 
690 1 0 |a KULLBACK LEIBLER DIVERGENCE 
690 1 0 |a LEVENSHTEIN DISTANCE 
690 1 0 |a MANUAL ANNOTATION 
690 1 0 |a PROSODY 
690 1 0 |a SOCIAL VARIABLES 
690 1 0 |a TOBI 
690 1 0 |a AIR ENTRAINMENT 
651 4 |a AMERICAN ENGLISH 
700 1 |a Benus, S. 
700 1 |a Levitan, R. 
700 1 |a Hirschberg, J. 
700 1 |a IEEE Signal Processing Society 
711 2 |d 7 December 2014 through 10 December 2014  |g Código de la conferencia: 111796 
773 0 |d Institute of Electrical and Electronics Engineers Inc., 2014  |h pp. 578-583  |p IEEE Workshop Spok. Lang. Technol., SLT - Proc.  |n 2014 IEEE Workshop on Spoken Language Technology, SLT 2014 - Proceedings  |z 9781479971299  |t 2014 IEEE Workshop on Spoken Language Technology, SLT 2014 
856 4 1 |u https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946691705&doi=10.1109%2fSLT.2014.7078638&partnerID=40&md5=3616ec58acdc054c3f175a6e7d6857fa  |y Registro en Scopus 
856 4 0 |u https://doi.org/10.1109/SLT.2014.7078638  |y DOI 
856 4 0 |u https://hdl.handle.net/20.500.12110/paper_97814799_v_n_p578_Gravano  |y Handle 
856 4 0 |u https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97814799_v_n_p578_Gravano  |y Registro en la Biblioteca Digital 
961 |a paper_97814799_v_n_p578_Gravano  |b paper  |c PE 
962 |a info:eu-repo/semantics/conferenceObject  |a info:ar-repo/semantics/documento de conferencia  |b info:eu-repo/semantics/publishedVersion 
999 |c 75226