A Voice Signal-Based Manipulation Method for the Bio-Remote Environment Control System Based on Candidate Word Discriminations
Journal of Robotics, Networking and Artificial Life 4 巻 1 号
87-90 頁
2017-05 発行
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| ファイル情報(添付) | |
| タイトル ( eng ) |
A Voice Signal-Based Manipulation Method for the Bio-Remote Environment Control System Based on Candidate Word Discriminations
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| 作成者 |
Shibanoki Taro
Nakamura Go
Chin Takaaki
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| 収録物名 |
Journal of Robotics, Networking and Artificial Life
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| 巻 | 4 |
| 号 | 1 |
| 開始ページ | 87 |
| 終了ページ | 90 |
| 抄録 |
This paper proposes a voice signal-based manipulation method for the Bio-Remote environment control system. The proposed system learns relationships between multiple candidate words’ phonemes extracted by a largevocabulary speaker-independent model and control commands based on a self-learning look-up table. This allows the user to control various devices even if false recognition words are extracted. Experimental results showed that the method accurately discriminate slurred words (average discrimination rate: 93.9±2.40 [%]), and that participants were able to voluntarily control domestic appliances.
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| 著者キーワード |
environment control system (ECS)
speech recognition
candidate word
learning-type lookup table
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| 内容記述 |
This work was supported by JSPS KAKENHI Grant Number JP26330226.
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| 言語 |
英語
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| 資源タイプ | 学術雑誌論文 |
| 出版者 |
Atlantis Press
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| 発行日 | 2017-05 |
| 権利情報 |
Copyright © 2017, the Authors. Published by Atlantis Press. This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
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| 出版タイプ | Version of Record（出版社版。早期公開を含む） |
| アクセス権 | オープンアクセス |
| 収録物識別子 |
[ISSN] 2405-9021
[ISSN] 2352-6386
[DOI] 10.2991/jrnal.2017.4.1.19
[DOI] https://doi.org/10.2991/jrnal.2017.4.1.19
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