Speaker Identification in Time-Sequential Images based on Movements of Lips

摘要：

The extraction of biological symbol feature decided the recognition effect in speaker identification. Because the traditional feature extraction of lips based on single static image neglected the movement of lips in speaking, a method of speaker identification in time-sequential images based on movements of lips was proposed. Firstly, feature information of each frame in time-sequential of videos was extracted. Secondly, HMM models of movements of lips of speakers were constructed and trained. Finally, compared probability between observed symbol sequence and HMM models of database to identify the speaker. The experiments indicated that the algorithm was well done in feasibility and effectiveness and had good recognition effect.

关键词： identification time-sequential images HMM Gabor wavelet transform

作者: Meng Yingjie Hu Yingjie Zhang Haiyan Wang Xianlong

作者单位: School of Information Science and Engineering Lanzhou University Lanzhou 730000, China

会议类型: 国际会议

会议名称: 2011 Eighth International Conference on Fuzzy System and Knowledge Discovery(第八届模糊系统与知识发现国际会议 FSKD 2011)

会议地点: 上海

会议语种:英文

页码: 1779-1783

在线出版日期: 2011-07-26（万方平台首次上网日期，不代表论文的发表时间）