Speech understanding, dialogue management and response generation in corpus-based spoken dialogue system

Keita Hayashi, Yuki Irie, Yukiko Yamaguchi, Shigeki Matsubara, Nobuo Kawaguchi

This paper presents construction of a spoken dialogue system using a large-scale spoken dialogue corpus with intention tags. In this system, all of main components, such as speech understanding, dialogue management, and response generation, are constructed with corpus-based methods. An evaluation experiment using a test set has shown that the performance of the corpus-based dialogue system is improved by adding examples.

doi: 10.21437/Interspeech.2004-131

Cite as: Hayashi, K., Irie, Y., Yamaguchi, Y., Matsubara, S., Kawaguchi, N. (2004) Speech understanding, dialogue management and response generation in corpus-based spoken dialogue system. Proc. Interspeech 2004, 253-256, doi: 10.21437/Interspeech.2004-131

@inproceedings{hayashi04_interspeech,
  author={Keita Hayashi and Yuki Irie and Yukiko Yamaguchi and Shigeki Matsubara and Nobuo Kawaguchi},
  title={{Speech understanding, dialogue management and response generation in corpus-based spoken dialogue system}},
  year=2004,
  booktitle={Proc. Interspeech 2004},
  pages={253--256},
  doi={10.21437/Interspeech.2004-131}
}