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Computational simulations of temporal vocalization behavior in adult-child interaction
Stockholms universitet, Humanistiska fakulteten, Institutionen för lingvistik, Avdelningen för fonetik.ORCID-id: 0000-0001-7658-9307
Stockholms universitet, Humanistiska fakulteten, Institutionen för lingvistik, Avdelningen för allmän språkvetenskap.ORCID-id: 0000-0002-6665-7502
Stockholms universitet, Humanistiska fakulteten, Institutionen för lingvistik, Avdelningen för allmän språkvetenskap.ORCID-id: 0000-0002-7095-0525
Stockholms universitet, Humanistiska fakulteten, Institutionen för lingvistik, Avdelningen för fonetik.ORCID-id: 0000-0003-3981-2551
2017 (engelsk)Inngår i: Proceedings of Interspeech 2017 / [ed] Francisco Lacerda, David House, Mattias Heldner, Joakim Gustafson, Sofia Strömbergsson, Marcin Włodarczak, The International Speech Communication Association (ISCA), 2017, s. 2208-2212Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

The purpose of the present study was to introduce a computational simulation of timing in child-adult interaction. The simulation uses temporal information from real adult-child interactions as default temporal behavior of two simulated agents. Dependencies between the agents’ behavior are added, and how the simulated interactions compare to real interaction data as a result is investigated. In the present study, the real data consisted of transcriptions of a mother interacting with her 12- month-old child, and the data simulated was vocalizations. The first experiment shows that although the two agents generate vocalizations according to the temporal characteristics of the interlocutors in the real data, simulated interaction with no contingencies between the two agents’ behavior differs from real interaction data. In the second experiment, a contingency was introduced to the simulation: the likelihood that the adult agent initiated a vocalization if the child agent was already vocalizing. Overall, the simulated data is more similar to the real interaction data when the adult agent is less likely to start speaking while the child agent vocalizes. The results are in line with previous studies on turn-taking in parent-child interaction at comparable ages. This illustrates that computational simulations are useful tools when investigating parent-child interactions.

sted, utgiver, år, opplag, sider
The International Speech Communication Association (ISCA), 2017. s. 2208-2212
Serie
Interspeech, E-ISSN 1990-9772
HSV kategori
Identifikatorer
URN: urn:nbn:se:su:diva-151860DOI: 10.21437/Interspeech.2017-1289ISI: 000457505000461ISBN: 9781510848764 (tryckt)OAI: oai:DiVA.org:su-151860DiVA, id: diva2:1175894
Konferanse
Interspeech 2017, Stockholm, Sweden, August 20–24, 2017
Prosjekter
MINT - Modeling Language Acquistion from Parent-Child InteractionTilgjengelig fra: 2018-01-19 Laget: 2018-01-19 Sist oppdatert: 2022-02-28bibliografisk kontrollert

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Marklund, EllenPagmar, DavidGerholm, ToveGustavsson, Lisa

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