Conferencia

Gauder, L.; Reartes, M.; Gálvez, R.H.; Běnuš, Š.; Gravano, A.; Wagner A.; Sledzinski D.; Bachan J.; Karpinski M.; Klessa K. "Testing the effects of acoustic/prosodic entrainment on user behavior at the dialog-act level" (2018) 9th International Conference on Speech Prosody, SP 2018. 2018-June:374-378
Estamos trabajando para incorporar este artículo al repositorio
Consulte el artículo en la página del editor
Consulte la política de Acceso Abierto del editor

Abstract:

Entrainment has been documented across several dimensions of human-human dialog. Experimental studies relating dialog success and acoustic/prosodic (a/p) entrainment in spoken dialog systems, point towards a non-neutral effect of a/p entrainment. But results also suggest the presence of positive effects of disentrainment. A plausible driver behind this last result could be that in these experiments both users and avatars were restricted in their use of dialog acts. In particular, systems only produced answers which entrained to the sole dialog act produced by users: requests for advice. Given that there is significant documented correlation between dialog acts and a/p features, it seems reasonable to hypothesize that a/p entrainment may occur at the dialog-act level and that entraining or disentraining across dialog acts may introduce misleading artifacts. This paper presents the design and implementation of an experimental setup which allows to implement entrainment and disentrainment policies at the dialog-act level. It also presents results of a pilot study in Argentine Spanish. © 2018, International Speech Communications Association. All Rights Reserved.

Registro:

Documento: Conferencia
Título:Testing the effects of acoustic/prosodic entrainment on user behavior at the dialog-act level
Autor:Gauder, L.; Reartes, M.; Gálvez, R.H.; Běnuš, Š.; Gravano, A.; Wagner A.; Sledzinski D.; Bachan J.; Karpinski M.; Klessa K.
Filiación:Departamento de Computación, FCEyN, Universidad de Buenos Aires, Argentina
Instituto de Ciencias de la Computación, CONICET-UBA, Buenos Aires, Argentina
Constantine the Philosopher University in Nitra, Slovakia
Institute of Informatics, Slovak Academy of Sciences, Slovakia
Palabras clave:Argentine Spanish; Competence; Dialog acts; Entrainment; Spoken dialog systems; Trust; Wizard-of-oz; Air entrainment; Argentine Spanish; Competence; Dialog acts; Spoken dialog systems; Trust; Wizard of Oz; Behavioral research
Año:2018
Volumen:2018-June
Página de inicio:374
Página de fin:378
DOI: http://dx.doi.org/10.21437/SpeechProsody.2018-76
Título revista:9th International Conference on Speech Prosody, SP 2018
Título revista abreviado:Proc. Int. Conf. Speech Prosody
ISSN:23332042
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_23332042_v2018-June_n_p374_Gauder

Referencias:

  • Levitan, R., Benuš, Š., Gravano, A., Hirschberg, J., Entrainment and turn-taking in human-human dialogue (2015) AAAI Spring Symposium on Turn-Taking and Coordination in Human-Machine Interaction
  • Ward, A., Litman, D., (2007) Measuring Convergence and Priming in Tutorial Dialog, , University of Pittsburgh, Tech. Rep
  • Levitan, R., Hirschberg, J., Measuring acoustic-prosodic entrainment with respect to multiple levels and dimensions (2011) Interspeech, 2011, pp. 3081-3084
  • Gravano, A., Benuš, Š., Levitan, R., Hirschberg, J., Backward mimicry and forward influence in prosodic contour choice in Standard American English (2015) Proceedings of Interspeech
  • Brennan, S.E., Clark, H.H., Conceptual pacts and lexical choice in conversation (1996) Journal of Experimental Psychology: Learning, Memory, and Cognition, 22 (6), p. 1482
  • Pardo, J.S., On phonetic convergence during conversational interaction (2006) The Journal of the Acoustical Society of America, 119 (4), pp. 2382-2393
  • Reitter, D., Keller, F., Moore, J.D., A computational cognitive model of syntactic priming (2011) Cognitive Science, 35 (4), pp. 587-637
  • Natale, M., Convergence of mean vocal intensity in dyadic communication as a function of social desirability (1975) Journal of Personality and Social Psychology, 32 (5), pp. 790-804
  • Gregory, S., Webster, S., Huang, G., Voice pitch and amplitude convergence as a metric of quality in dyadic interviews (1993) Language & Communication, 13 (3), pp. 195-217
  • Ward, A., Litman, D., (2007) Measuring Convergence and Priming in Tutorial Dialog, , University of Pittsburgh, Tech. Rep
  • Bourhis, R.Y., Giles, H., The language of intergroup distinctiveness (1977) Language, Ethnicity and Intergroup Relations, 13, p. 119
  • Street, R.L., Speech convergence and speech evaluation in factfinding interviews (1984) Human Communication Research, 11 (2), pp. 139-169
  • Nass, C., Steuer, J., Tauber, E.R., Computers are social actors (1994) Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, pp. 72-78
  • Chartrand, T.L., Bargh, J.A., The chameleon effect: The perception-behavior link and social interaction (1999) Journal of Personality and Social Psychology, 76 (6), pp. 893-910
  • Reitter, D., Moore, J.D., Predicting success in dialogue (2007) Proceedings of the 45Th Annual Meeting of the Association of Computational Linguistics, pp. 808-815
  • 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) Proceedings of Interspeech
  • Ireland, M.E., Slatcher, R.B., Eastwick, P.W., Scissors, L.E., Finkel, E.J., Pennebaker, J.W., Language style matching predicts relationship initiation and stability (2011) Psychological Science, 22 (1), pp. 39-44
  • Thomason, J., Nguyen, H.V., Litman, D., Prosodic entrainment and tutoring dialogue success (2013) Artificial Intelligence in Education, pp. 750-753. , Springer
  • Levitan, R., (2014) Acoustic-Prosodic Entrainment in Human-Human and Human-Computer Dialogue, , Ph.D. dissertation, Columbia University
  • Lubold, N., Pon-Barry, H., Walker, E., Naturalness and rapport in a pitch adaptive learning companion (2015) IEEE Automatic Speech Recognition and Understanding Workshop
  • Levitan, R., Běnuš, Š., Gálvez, R.H., Gravano, A., Savoretti, F., Trnka, M., Weise, A., Hirschberg, J., Implementing acousticprosodic entrainment in a conversational avatar (2016) Interspeech, 2016, pp. 1166-1170
  • Lubold, N., Walker, E., Pon-Barry, H., Effects of voiceadaptation and social dialogue on perceptions of a robotic learning companion (2016) 11Th ACM/IEEE International Conference on Human Robot Interaction, pp. 255-262. , IEEE Press
  • Levitan, R., Benuš, Š., Gravano, A., Hirschberg, J., Acousticprosodic entrainment in slovak, spanish, english and chinese: A cross-linguistic comparison (2015) 16Th Annual Meeting of the Special Interest Group on Discourse and Dialogue, p. 325
  • Healey, P.G., Purver, M., Howes, C., Divergence in dialogue (2014) Plos One, 9 (6)
  • Pérez, J.M., Gálvez, R.H., Gravano, A., Disentrainment may be a positive thing: A novel measure of unsigned acousticprosodic synchrony, and its relation to speaker engagement (2016) Interspeech, 2016, pp. 1270-1274
  • Austin, J.L., (1975) How to Do Things with Words, , Oxford university press
  • Stolcke, A., Ries, K., Coccaro, N., Shriberg, E., Bates, R., Jurafsky, D., Taylor, P., Meteer, M., Dialogue act modeling for automatic tagging and recognition of conversational speech (2000) Computational Linguistics, 26 (3), pp. 339-373
  • Sridhar, V.K.R., Narayanan, S., Bangalore, S., Modeling the intonation of discourse segments for improved online dialog act tagging (2008) Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference On. IEEE, pp. 5033-5036
  • Reichel, U.D., Cole, J., Entrainment analysis of categorical intonation representations (2016) Proceedings Phonetik Und Phonologie
  • Looze, C.D., Scherer, S., Vaughan, B., Campbell, N., Investigating automatic measurements of prosodic accommodation and its dynamics in social interaction (2014) Speech Communication, 58, pp. 11-34. , http://www.sciencedirect.com/science/article/pii/S0167639313001386
  • Skantze, G., Hjalmarsson, A., Towards incremental speech generation in dialogue systems (2010) Proceedings of the 11Th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Ser. SIGDIAL ’10, pp. 1-8. , http://dl.acm.org/citation.cfm?id=1944506.1944507, Stroudsburg, PA, USA: Association for Computational Linguistics
  • Ter Maat, M., Truong, K.P., Heylen, D., How turn-taking strategies influence users impressions of an agent.” (2010) 10Th International Conference, , IVA
  • Hernández-Figueroa, Z., Carreras-Riudavets, F.J., Rodríguez-Rodríguez, G., Automatic syllabification for spanish using lemmatization and derivation to solve the prefix’s prominence issue (2013) Expert Systems with Applications, 40 (17), pp. 7122-7131. , http://www.sciencedirect.com/science/article/pii/S095741741300451X
  • Boersma, P., Praat, a system for doing phonetics by computer (2001) Glot International, 5 (9-10), pp. 341-345
  • Levitan, R., Gravano, A., Willson, L., Benus, S., Hirschberg, J., Nenkova, A., Acoustic-prosodic entrainment and social behavior (2012) Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics, pp. 11-19
  • Xia, Z., Ma, Q.W., Gender and prosodic entrainment in mandarin conversations (2016) Chinese Spoken Language Processing (ISCSLP), 2016 10Th International Symposium On. IEEE, pp. 1-4A4 -

Citas:

---------- APA ----------
Gauder, L., Reartes, M., Gálvez, R.H., Běnuš, Š., Gravano, A., Wagner A., Sledzinski D.,..., Klessa K. (2018) . Testing the effects of acoustic/prosodic entrainment on user behavior at the dialog-act level. 9th International Conference on Speech Prosody, SP 2018, 2018-June, 374-378.
http://dx.doi.org/10.21437/SpeechProsody.2018-76
---------- CHICAGO ----------
Gauder, L., Reartes, M., Gálvez, R.H., Běnuš, Š., Gravano, A., Wagner A., et al. "Testing the effects of acoustic/prosodic entrainment on user behavior at the dialog-act level" . 9th International Conference on Speech Prosody, SP 2018 2018-June (2018) : 374-378.
http://dx.doi.org/10.21437/SpeechProsody.2018-76
---------- MLA ----------
Gauder, L., Reartes, M., Gálvez, R.H., Běnuš, Š., Gravano, A., Wagner A., et al. "Testing the effects of acoustic/prosodic entrainment on user behavior at the dialog-act level" . 9th International Conference on Speech Prosody, SP 2018, vol. 2018-June, 2018, pp. 374-378.
http://dx.doi.org/10.21437/SpeechProsody.2018-76
---------- VANCOUVER ----------
Gauder, L., Reartes, M., Gálvez, R.H., Běnuš, Š., Gravano, A., Wagner A., et al. Testing the effects of acoustic/prosodic entrainment on user behavior at the dialog-act level. Proc. Int. Conf. Speech Prosody. 2018;2018-June:374-378.
http://dx.doi.org/10.21437/SpeechProsody.2018-76