Real-time Speaker Verification Based on GMM-UBM for PDA

摘要：

Personal Digital Assistant (PDA) is more and more popular due to its powerful functions. To protect the personal information of PDA,we adopt the technology of text-independent speaker verification (SV) for this kind of embedded system. In this paper,Gaussian Mixture Model (GMM) and Universal Background Model (UBM) are addressed in detail. The optimization of mathematical computation of GMM-UBM guarantees the real-time performance of our SV system.

作者: Yan Chen Qingyang Hong XiaoYang Chen Caihong Zhang

作者单位: Institute of Artificial Intelligence,Xiamen University,Xiamen,Fujian

会议类型: 国际会议

会议名称: The Fifth IEEE International Symposium on Embedded Computing(SEC 2008)(第五届IEEE国际嵌入式系统计算会议)

会议地点: 北京

会议语种:英文

页码: 243-246

在线出版日期: 2008-10-06（万方平台首次上网日期，不代表论文的发表时间）