抜粋
In this paper, prosody-based attitude recognition and its application to a spoken dialog system are proposed. Paralinguistic information plays a important role in the human communication. We aimed to recognize the user's attitude by prosody, and apply it to a spoken dialog system as para-linguistic information. In order to find important features to recognize the attitude from automatically extracted features, we applied some feature selection methods. Experimental results show the stepwise method, a combination of the forward selection method and the backward selection method, achieved the best recognition rate. Finally, the dialog system using the recognition results as para-linguistic information is shown.
| 元の言語 | English |
|---|---|
| ホスト出版物のタイトル | 8th International Conference on Spoken Language Processing, ICSLP 2004 |
| 出版者 | International Speech Communication Association |
| ページ | 2841-2844 |
| ページ数 | 4 |
| 出版物ステータス | Published - 2004 |
| イベント | 8th International Conference on Spoken Language Processing, ICSLP 2004 - Jeju, Jeju Island, Korea, Republic of 継続期間: 2004 10 4 → 2004 10 8 |
Other
| Other | 8th International Conference on Spoken Language Processing, ICSLP 2004 |
|---|---|
| 国 | Korea, Republic of |
| 市 | Jeju, Jeju Island |
| 期間 | 04/10/4 → 04/10/8 |
フィンガープリント
ASJC Scopus subject areas
- Language and Linguistics
- Linguistics and Language
これを引用
Fujie, S., Yagi, D., Kikuchi, H., & Kobayashi, T. (2004). Prosody based attitude recognition with feature selection and its application to spoken dialog system as para-linguistic information. ： 8th International Conference on Spoken Language Processing, ICSLP 2004 (pp. 2841-2844). International Speech Communication Association.