LifeLine dialogues with Roberta
| Autor: | Lopez, A., Ratni, A., Trong, T.N., Olaso, J.M., Montenegro, S., Lee, M., Haider, F., Schlogl, S., Chollet, G., Jokinen, K., Petrovska-Delacretaz, D., Sansen, H., Torres, M.I., Quesada, José F., Mateos, Francisco-Jesús Martín, López Soto, Teresa |
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| Přispěvatelé: | Human Technology Interaction, Multimédia (MM), Laboratoire Traitement et Communication de l'Information (LTCI), Institut Mines-Télécom [Paris] (IMT)-Télécom Paris-Institut Mines-Télécom [Paris] (IMT)-Télécom Paris, Département Traitement du Signal et des Images (TSI), Télécom ParisTech-Centre National de la Recherche Scientifique (CNRS), HAL, TelecomParis, Quesada ... [et al.], J., University Management, Teacher Education |
| Jazyk: | angličtina |
| Rok vydání: | 2017 |
| Předmět: |
[INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing
Computer science media_common.quotation_subject Context (language use) 02 engineering and technology Topic trees Information management [INFO] Computer Science [cs] Dialogue system Speech input Big data Presentation Dialogue systems Memory capabilities [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing Human–computer interaction 0202 electrical engineering electronic engineering information engineering Feature (machine learning) Elderly people [INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO] 6121 Languages 0501 psychology and cognitive sciences [INFO]Computer Science [cs] Face recognition 050107 human factors Agent-based dialogue management media_common Spoken dialogue system Data collection Learning systems [INFO.INFO-RB] Computer Science [cs]/Robotics [cs.RO] 05 social sciences Data acquisition Speech processing Dialogue management Anthropomorphic robots 113 Computer and information sciences Interesting information Face recognition technologies Work (electrical) Machine design Systems design 020201 artificial intelligence & image processing Topic trees Humanoid robot |
| Zdroj: | Future and Emerging Trends in Language Technology. Machine Learning and Big Data: Second International Workshop, FETLT 2016, Seville, Spain, November 30 –December 2, 2016, Revised Selected Papers, 73-85 STARTPAGE=73;ENDPAGE=85;TITLE=Future and Emerging Trends in Language Technology. Machine Learning and Big Data FETLT FETLT, Dec 2016, Seville, Spain Lecture Notes in Computer Science ISBN: 9783319693644 HAL |
| Popis: | This paper describes work on dialogue data collection and dialoguesystem design for personal assistant humanoid robots undertakenat eNTERFACE 2016. The emphasis has been on the system's speech capabilitiesand dialogue modeling of what we call LifeLine Dialogues, i.e.dialogues that help people tell stories about their lives. The main goalbehind this type of application is to help elderly people exercise theirspeech and memory capabilities. The system further aims at acquiring agood level of knowledge about the person's interests and thus is expectedto feature open-domain conversations, presenting useful and interestinginformation to the user. The novel contributions of this work are: (1) aexible spoken dialogue system that extends the Ravenclaw-type agentbaseddialogue management model with topic management and multimodalcapabilities, especially with face recognition technologies, (2) acollection of WOZ-data related to initial encounters and presentationof information to the user, and (3) the establishment of a closer conversationalrelationship with the user by utilizing additional data (e.g.context, dialogue history, emotions, user goals, etc.). |
| Databáze: | OpenAIRE |
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