Publikation: Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems
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2011
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BACH, Joscha, ed., Stefan EDELKAMP, ed.. KI 2011: Advances in Artificial Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011, pp. 272-276. Lecture Notes in Computer Science. 7006. ISBN 978-3-642-24454-4. Available under: doi: 10.1007/978-3-642-24455-1_26
Zusammenfassung
This paper describes a new approach to language generation for simulated users based on the construction of flexible templates extracted from a corpus. In our opinion a realistic user simulation on the speech level is based on two parts: user behavior and language generation. In this work we mainly concentrate on the language generation for simulated user interaction with spoken dialog systems (SDS). The presented approach could be used as part of a user simulation for intensive end-to-end system tests and evaluations and for testing purposes of the speech recognition and natural language understanding modules of an SDS.
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400 Sprachwissenschaft, Linguistik
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Artificial Intelligence (incl. Robotics), Information Systems Applications (incl. Internet), Data Mining and Knowledge Discovery, User Interfaces and Human Computer Interaction, Multimedia Information Systems, Simulation and Modeling
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ROLLER, Roland, Tatjana SCHEFFLER, Norbert REITHINGER, 2011. Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems. In: BACH, Joscha, ed., Stefan EDELKAMP, ed.. KI 2011: Advances in Artificial Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011, pp. 272-276. Lecture Notes in Computer Science. 7006. ISBN 978-3-642-24454-4. Available under: doi: 10.1007/978-3-642-24455-1_26BibTex
@inproceedings{Roller2011Human-29031,
year={2011},
doi={10.1007/978-3-642-24455-1_26},
title={Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems},
number={7006},
isbn={978-3-642-24454-4},
publisher={Springer Berlin Heidelberg},
address={Berlin, Heidelberg},
series={Lecture Notes in Computer Science},
booktitle={KI 2011: Advances in Artificial Intelligence},
pages={272--276},
editor={Bach, Joscha and Edelkamp, Stefan},
author={Roller, Roland and Scheffler, Tatjana and Reithinger, Norbert}
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