| 基于GMM模型的说话人辨认系统 |
| |
| 引用本文： | 谢青松,潘进,史永林,李国朋. 基于GMM模型的说话人辨认系统[J]. 数字社区&智能家居, 2009, 0(9) |
| |
| 作者姓名： | 谢青松 潘进 史永林 李国朋 |
| |
| 作者单位： | 西安通信学院; |
| |
| 摘 要： | 利用MATLAB软件,设计了一种基于GMM模型的与文本无关的说话人辨认系统。该系统包括语音活动检测、提取MFCC参数、训练GMM参数和判决辨认四部分。经过TIMIT数据库测试,该系统的性能良好。
|
| 关 键 词： | 说话人辨认 美尔频率倒谱系数 高斯混合模型 |
A Speaker Identification System Based on GMM |
| |
| XIE Qing-song,PAN Jin,SHI Yong-lin,LI Guo-peng. A Speaker Identification System Based on GMM[J]. Digital Community & Smart Home, 2009, 0(9) |
| |
| Authors: | XIE Qing-song PAN Jin SHI Yong-lin LI Guo-peng |
| |
| Affiliation: | Xi'an Communication Institute;Xi'an 710106;China |
| |
| Abstract: | A text-independent speaker identification system based on GMM is designed by using MATLAB software. This system includes four parts: voice activity detection, abstracting MFCC parameters, training GMM parameters and identifying. The experiment based on TIMIT database shows that the performance of this system is good. |
| |
| Keywords: | speaker identification mel frequency cepstral coefficient gaussian mixture model |
| 本文献已被 CNKI 等数据库收录！ |
