Conferencia

Pérez, J.M.; Gálvez, R.H.; Gravano, A.; Morgan N.; Georgiou P.; Morgan N.; Narayanan S.; Metze F.; Amazon Alexa; Apple; eBay; et al.; Google; Microsoft "Disentrainment may be a positive thing: A novel measure of unsigned acoustic-prosodic synchrony, and its relation to speaker engagement" (2016) 17th Annual Conference of the International Speech Communication Association, INTERSPEECH 2016. 08-12-September-2016:1270-1274
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:

Synchrony is a form of entrainment which consists in a relative coordination between two speakers, who throughout conversation simultaneously vary some properties of their speech. We describe two novel measures of acoustic-prosodic synchrony that are derived from a time-series analysis of the speech signal. Both of these measures reward positive synchrony (entrainment) and, while one penalizes negative synchrony (disentrainment), the other one rewards it. We describe significant correlations between the second measure and a number of positive social characteristics of the conversations, such as degree of speaker engagement, in a corpus of task-oriented dialogues in Standard American English. Since these correlations are not found to be significant for the first measure, our results suggest that disentrainment may sometimes have a positive effect on the development of conversation. Copyright © 2016 ISCA.

Registro:

Documento: Conferencia
Título:Disentrainment may be a positive thing: A novel measure of unsigned acoustic-prosodic synchrony, and its relation to speaker engagement
Autor:Pérez, J.M.; Gálvez, R.H.; Gravano, A.; Morgan N.; Georgiou P.; Morgan N.; Narayanan S.; Metze F.; Amazon Alexa; Apple; eBay; et al.; Google; Microsoft
Filiación:Departamento de Computación, FCEyN, Universidad de Buenos Aires, Argentina
Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Buenos Aires, Argentina
Palabras clave:Dialogue; Entrainment; Prosody; Social variables; Air entrainment; Speech processing; Time series analysis; American English; Dialogue; Disentrainment; Prosody; Social variables; Speech signals; Task-oriented; Speech communication
Año:2016
Volumen:08-12-September-2016
Página de inicio:1270
Página de fin:1274
DOI: http://dx.doi.org/10.21437/Interspeech.2016-587
Título revista:17th Annual Conference of the International Speech Communication Association, INTERSPEECH 2016
Título revista abreviado:Proc. Annu. Conf. Int. Speech. Commun. Assoc., INTERSPEECH
ISSN:2308457X
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_2308457X_v08-12-September-2016_n_p1270_Perez

Referencias:

  • Pardo, J.S., On phonetic convergence during conversational interaction (2006) Journal of the Acoustical Society of America, 119 (4), pp. 2382-2393
  • 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
  • Reitter, D., Keller, F., Moore, J.D., A computational cognitive model of syntactic priming (2011) Cognitive Science, 35 (4), pp. 587-637
  • Levitan, R., Benuš, S., 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) Proceedings of Interspeech. ISCA, pp. 3081-3084
  • Gravano, A., Benuš, S., Levitan, R., Hirschberg, J., Backward mimicry and forward influence in prosodic contour choice in Standard American English (2015) Proceedings of Interspeech
  • Nenkova, A., Gravano, A., Hirschberg, J., High frequency word entrainment in spoken dialogue (2008) Proceedings of ACL, pp. 169-172
  • Reitter, D., Moore, J.D., Alignment and task success in spoken dialogue (2014) Journal of Memory and Language, 76, pp. 29-46
  • Street, R.L., Speech convergence and speech evaluation in factfinding interviews (1984) Human Communication Research, 11 (2), pp. 139-169
  • Levitan, R., Gravano, A., Hirschberg, J., Entrainment in speech preceding backchannels (2011) Proceedings of ACL, pp. 113-117
  • Beňuš, S., Gravano, A., Levitan, R., Levitan, S.I., Willson, L., Hirschberg, J., Entrainment, dominance and alliance in supreme court hearings (2014) Knowledge-Based Systems, 71, pp. 3-14
  • De Looze, C., 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
  • Bell, L., Gustafson, J., Heldner, M., Prosodic adaptation in human-computer interaction (2003) Proceedings of ICPhS, pp. 2453-2456
  • Oviatt, S., Darves, C., Coulston, R., Toward adaptive conversational interfaces: Modeling speech convergence with animated personas (2004) ACM Transactions on Computer-Human Interaction (TOCHI), 11 (3), pp. 300-328
  • Thomason, J., Nguyen, H.V., Litman, D., Prosodic entrainment and tutoring dialogue success (2013) Artificial Intelligence in Education, pp. 750-753. , Springer
  • Edlund, J., Hirschberg, J.B., Heldner, M., Pause and gap length in face-to-face interaction (2009) Proceedings of Interspeech
  • Heldner, M., Edlund, J., Hirschberg, J., Pitch similarity in the vicinity of backchannels (2010) Proceedings of Interspeech, pp. 3054-3057
  • Kousidis, S., Dorran, D., Mcdonnell, C., Coyle, E., Time series analysis of acoustic feature convergence in human dialogues (2009) Proceedings of SPECOM, , St. Petersburg, Russian Federation
  • Barbosa, A.V., Déchaine, R.-M., Vatikiotis-Bateson, E., Yehia, H.C., Quantifying time-varying coordination of multimodal speech signals using correlation map analysis (2012) Journal of the Acoustical Society of America, 131 (3), pp. 2162-2172
  • Healey, P.G., Purver, M., Howes, C., Divergence in dialogue (2014) PloS One, 9 (6), p. e98598
  • Levitan, R., Benuš, S., Gravano, A., Hirschberg, J., Acousticprosodic entrainment in slovak, Spanish, english and Chinese: A cross-linguistic comparison (2015) Proceedings of SIGdial, pp. 325-334
  • Dabbs, J.M., Jr., Similarity of gestures and interpersonal influence (1969) Proceedings of the Annual Convention of the American Psychological Association, 4 (1), pp. 337-338
  • Bourhis, R.Y., Giles, H., The language of intergroup distinctiveness (1977) Language, Ethnicity, and Intergroup Relations, pp. 119-136
  • Giles, H., Coupland, N., Coupland, J., Accommodation theory: Communication, context and consequence (1991) Contexts of Accommodation: Developments in Applied Sociolinguistics, pp. 1-68
  • Gravano, A., Hirschberg, J., Turn-taking cues in task-oriented dialogue (2011) Computer Speech & Language, 25 (3), pp. 601-634
  • Boersma, P., Weenink, D., (2016) Praat: Doing Phonetics by Computer, , http://www.praat.org
  • Gravano, A., Levitan, R., Willson, L., Beňuš, S., Hirschberg, J., Nenkova, A., Acoustic and prosodic correlates of social behavior (2011) Proceedings of Interspeech
  • Wooldridge, J.M., (2002) Econometric Analysis of Cross Section and Panel Data, , Cambridge and London: MIT Press
  • Cameron, A.C., Miller, D.L., A practitioners guide to clusterrobust inference (2015) Journal of Human Resources, 50 (2), pp. 317-372
  • Frank, K.A., Impact of a confounding variable on a regression coefficient (2000) Sociological Methods & Research, 29 (2), pp. 147-194A4 - Amazon Alexa; Apple; eBay; et al.; Google; Microsoft

Citas:

---------- APA ----------
Pérez, J.M., Gálvez, R.H., Gravano, A., Morgan N., Georgiou P., Morgan N., Narayanan S.,..., Amazon Alexa; Apple; eBay; et al.; Google; Microsoft (2016) . Disentrainment may be a positive thing: A novel measure of unsigned acoustic-prosodic synchrony, and its relation to speaker engagement. 17th Annual Conference of the International Speech Communication Association, INTERSPEECH 2016, 08-12-September-2016, 1270-1274.
http://dx.doi.org/10.21437/Interspeech.2016-587
---------- CHICAGO ----------
Pérez, J.M., Gálvez, R.H., Gravano, A., Morgan N., Georgiou P., Morgan N., et al. "Disentrainment may be a positive thing: A novel measure of unsigned acoustic-prosodic synchrony, and its relation to speaker engagement" . 17th Annual Conference of the International Speech Communication Association, INTERSPEECH 2016 08-12-September-2016 (2016) : 1270-1274.
http://dx.doi.org/10.21437/Interspeech.2016-587
---------- MLA ----------
Pérez, J.M., Gálvez, R.H., Gravano, A., Morgan N., Georgiou P., Morgan N., et al. "Disentrainment may be a positive thing: A novel measure of unsigned acoustic-prosodic synchrony, and its relation to speaker engagement" . 17th Annual Conference of the International Speech Communication Association, INTERSPEECH 2016, vol. 08-12-September-2016, 2016, pp. 1270-1274.
http://dx.doi.org/10.21437/Interspeech.2016-587
---------- VANCOUVER ----------
Pérez, J.M., Gálvez, R.H., Gravano, A., Morgan N., Georgiou P., Morgan N., et al. Disentrainment may be a positive thing: A novel measure of unsigned acoustic-prosodic synchrony, and its relation to speaker engagement. Proc. Annu. Conf. Int. Speech. Commun. Assoc., INTERSPEECH. 2016;08-12-September-2016:1270-1274.
http://dx.doi.org/10.21437/Interspeech.2016-587