Transactions of Society of Automotive Engineers of Japan
Online ISSN : 1883-0811
Print ISSN : 0287-8321
ISSN-L : 0287-8321
Collection of Voice Control Utterances During Driving Using Dialogue System with Question-Answering Database and Large Language Model
Koichiro KarasawaAkinobu LeeAtsunobu Kaminuma
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2024 Volume 55 Issue 2 Pages 361-366

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Abstract
In order to handle free speech while driving, we constructed spoken dialogue system combining a question-and-answer database and a largescale language model. We analyzed user behavior and the usefulness of the system by collecting utterances using an actual vehicle. Among the utterances that could not be answered by the conventional system, the large-scale language model was able to respond to more than half of them. This indicated the effectiveness of the introduction of the large-scale language model.
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© 2024 Society of Automotive Engineers of Japan, Inc.
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