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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 20 of 20 1 Backchannel Behavior Influences the Perceived Personality of Human and Artificial Communication Partners Swerts, Marc; Blomsma, Peter; Skantze, Gabriel. - : KTH, Tal, musik och hörsel, TMH, 2022. : Tilburg University, 2022. : Frontiers Media SA, 2022 BASE Show details 2 TurnGPT : a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog Skantze, Gabriel; Ekstedt, Erik. - : KTH, Tal, musik och hörsel, TMH, 2020. : Online : Association for Computational Linguistics, 2020 Abstract: Syntactic and pragmatic completeness is known to be important for turn-taking prediction, but so far machine learning models of turn-taking have used such linguistic information in a limited way. In this paper, we introduce TurnGPT, a transformer-based language model for predicting turn-shifts in spoken dialog. The model has been trained and evaluated on a variety of written and spoken dialog datasets. We show that the model outperforms two baselines used in prior work. We also report on an ablation study, as well as attention and gradient analyses, which show that the model is able to utilize the dialog context and pragmatic completeness for turn-taking prediction. Finally, we explore the model’s potential in not only detecting, but also projecting, turn-completions. ; QC 20210607 Keyword: Computer Systems; conversational systems; Datorsystem; dialog systems; generative; natural language processing; turn-taking URL: https://doi.org/10.18653/v1/2020.findings-emnlp.268 http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-296175 BASE Hide details 3 TurnGPT: a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog ... Ekstedt, Erik; Skantze, Gabriel. - : arXiv, 2020 BASE Show details 4 KTH Tangrams: A Dataset for Research on Alignment and Conceptual Pacts in Task-Oriented Dialogue Shore, Todd; Skantze, Gabriel; Androulakaki, Theofronia. - : KTH, Tal, musik och hörsel, TMH, 2019. : Tokyo, 2019 BASE Show details 5 Fundamental frequency accommodation in multi-party human-robot game interactions : The effect of winning or losing Skantze, Gabriel; Ibrahim, Omnia; Dellwo, Volker. - : KTH, Tal, musik och hörsel, TMH, 2019. : URPP Language and Space, University of Zurich, Switzerland, 2019. : Department of comparative linguistics, University of Zurich, Switzerland, 2019. : Department of computational linguistics, University of Zurich, Switzerland, 2019 BASE Show details 6 Multimodal Continuous Turn-Taking Prediction Using Multiscale RNNs ... Roddy, Matthew; Skantze, Gabriel; Harte, Naomi. - : arXiv, 2018 BASE Show details 7 A Multimodal Corpus for Mutual Gaze and Joint Attention in Multiparty Situated Interaction Kontogiorgos, Dimosthenis; Avramova, Vanya; Alexanderson, Simon. - : KTH, Tal, musik och hörsel, TMH, 2018. : KTH, 2018. : Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland, 2018. : Paris, 2018 BASE Show details 8 Towards a General, Continuous Model of Turn-taking in Spoken Dialogue using LSTM Recurrent Neural Networks Skantze, Gabriel. - : KTH, Tal-kommunikation, 2017. : Saarbrucken, Germany, 2017 BASE Show details 9 A First Visit to the Robot Language Café Skantze, Gabriel; Engwall, Olov; Lopes, José. - : KTH, Tal-kommunikation, 2017. : Stockholm, 2017 BASE Show details 10 Data-driven models for timing feedback responses in a Map Task dialogue system Meena, Raveesh; Skantze, Gabriel; Gustafson, Joakim In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 28 (2014) 4, 903-922 OLC Linguistik Show details 11 Turn-taking, feedback and joint attention in situated human–robot interaction Skantze, Gabriel; Hjalmarsson, Anna; Oertel, Catharine In: Speech communication. - Amsterdam [u.a.] : Elsevier 65 (2014), 50-66 OLC Linguistik Show details 12 Turn-taking, feedback and joint attention in situated human-robot interaction Skantze, Gabriel; Hjalmarsson, Anna; Oertel, Catharine In: Speech Communication 65 (2014), 50-66 IDS Bibliografie zur Gesprächsforschung 13 Towards incremental speech generation in conversational systems Skantze, Gabriel; Hjalmarsson, Anna In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 27 (2013) 1, 243-262 OLC Linguistik Show details 14 Tutoring Robots Al Moubayed, Samer; Beskow, Jonas; Bollepalli, Bajibabu... In: IFIP Advances in Information and Communication Technology ; 9th International Summer Workshop on Multimodal Interfaces (eNTERFACE) ; https://hal.inria.fr/hal-01350740 ; 9th International Summer Workshop on Multimodal Interfaces (eNTERFACE), Jul 2013, Lisbon, Portugal. pp.80-113, &#x27E8;10.1007/978-3-642-55143-7_4&#x27E9; (2013) BASE Show details 15 A general, abstract model of incremental dialogue processing Schlangen, David; Skantze, Gabriel In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 12 (2009), 710-718 BLLDB Show details 16 Incremental dialogue processing in a micro-domain Skantze, Gabriel; Schlangen, David In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 12 (2009), 745-753 BLLDB Show details 17 Error Handling in Spoken Dialogue Systems : Managing Uncertainty, Grounding and Miscommunication Skantze, Gabriel. - : KTH, Tal, musik och hörsel, TMH, 2007. : Stockholm : KTH, 2007 BASE Show details 18 Prosody and grounding in dialog Skantze, Gabriel; House, David; Edlund, Jens In: Institutionen för Lingvistik <Lund>. Working papers. - Lund : Univ. (2006) 52, 117-120 BLLDB Show details 19 Exploring human error recovery strategies: Implications for spoken dialogue systems Skantze, Gabriel In: Speech communication. - Amsterdam [u.a.] : Elsevier 45 (2005) 3, 325-342 OLC Linguistik Show details 20 Error handling in spoken dialogue systems Carlson, Rolf (Hrsg.); Hirschberg, Julia (Hrsg.); Swerts, Marc (Hrsg.)... In: Speech communication. - Amsterdam [u.a.] : Elsevier 45 (2005) 3, 207-359 BLLDB Show details

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