Study on Closed-set Speaker Identification Based on Biomimetic Pattern Recognition
文献类型：期刊论文
| 作者 | Wu LL ; Wang SJ |
| 刊名 | chinese journal of electronics
 |
| 出版日期 | 2009 |
| 卷号 | 18期号:2页码:259-261 |
| 关键词 | Speaker identification Points distribution in high dimensional space Biomimetic pattern recognition |
| ISSN号 | 1022-4653 |
| 通讯作者 | wu ll chinese acad sci artificial networks lab inst semicond beijing 100083 peoples r china. |
| 中文摘要 | in this paper, a new classifier of speaker identification has been proposed, which is based on biomimetic pattern recognition (bpr). distinguished from traditional speaker recognition methods, such as dwt, hmm, gmm, svm and so on, the proposed classifier is constructed by some finite sub-space which is reasonable covering of the points in high dimensional space according to distributing characteristic of speech feature points. it has been used in the system of speaker identification. experiment results show that better effect could be obtained especially with lesser samples. furthermore, the proposed classifier employs a much simpler modeling structure as compared to the gmm. in addition, the basic idea "cognition" of biomimetic pattern recognition (bpr) results in no requirement of retraining the old system for enrolling new speakers. |
| 学科主题 | 人工智能 |
| 收录类别 | SCI |
| 资助信息 | this work is supported by the 863 project (no.2006aa01z123). |
| 语种 | 英语 |
| 公开日期 | 2010-03-08 |
| 源URL | [http://ir.semi.ac.cn/handle/172111/7241]  |
| 专题 | 半导体研究所_中国科学院半导体研究所（2009年前） |
| 推荐引用方式 GB/T 7714 | Wu LL,Wang SJ. Study on Closed-set Speaker Identification Based on Biomimetic Pattern Recognition[J]. chinese journal of electronics,2009,18(2):259-261. |
| APA | Wu LL,&Wang SJ.(2009).Study on Closed-set Speaker Identification Based on Biomimetic Pattern Recognition.chinese journal of electronics,18(2),259-261. |
| MLA | Wu LL,et al."Study on Closed-set Speaker Identification Based on Biomimetic Pattern Recognition".chinese journal of electronics 18.2(2009):259-261. |
入库方式： OAI收割
来源：半导体研究所
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