| A Speaking Aid Using Neural Networks for the Deaf | |
|---|---|
| 學年 | 84 |
| 學期 | 2 |
| 發表日期 | 1996-05-26 |
| 作品名稱 | A Speaking Aid Using Neural Networks for the Deaf |
| 作品名稱（其他語言） | |
| 著者 | Su, Mu-Chun |
| 作品所屬單位 | 淡江大學電機工程學系 |
| 出版者 | |
| 會議名稱 | 第二屆國際醫學工程週=The 2nd Medical Engineering Week of the World |
| 會議地點 | 臺北市, 臺灣 |
| 摘要 | In this paper, we propose to use two EMI-Gloves connected to an IBM compatible PC via Degraded HyperEllipsoidal Composite Neural Networks (DHECNNs) to implement a prototype speaking aid for the deaf or non- vocal persons. Using a special learning scheme, the DHECNNs can quickly learn the complex mapping of measurements of ten fingers' flex angles to corresponding categories. The prototype speaking aid is evaluated for the classification of 51 static hand gestures from 4 "speakers". The recognition accuracy for the testing set is 92.3%. |
| 關鍵字 | 類神經網路;說話輔助器;模糊系統;Neural Network;Speaking Aid;Fuzzy System |
| 語言 | en |
| 收錄於 | |
| 會議性質 | 國際 |
| 校內研討會地點 | |
| 研討會時間 | 19960526~19960530 |
| 通訊作者 | |
| 國別 | TWN |
| 公開徵稿 | Y |
| 出版型式 | 紙本 |
| 出處 | 第二屆國際醫學工程週論文集=Proceedings of the 2nd Medical Engineering Week of the World，頁244-249 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/96020 ) |
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