Speech Recognition Based on Efficient DTW Algorithm and Its DSP Implementation

被引:8
作者
Jing XinXing [1 ]
Shi Xu [1 ]
机构
[1] GuiLin Univ Elect Technol, Guangxi 541000, Guilin, Peoples R China
来源
2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING | 2012年 / 29卷
关键词
speech recognition; high performance DTW; DSP;
D O I
10.1016/j.proeng.2012.01.050
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The present voice recognition has achieved high recognition accuracy in theory and the laboratory condition, but many speech recognition algorithms are realize on PC. A system platform with DSP core can realize real-time speech processing algorithms, and in cost, power consumption and volume has the advantages of PC did not own, and has a good application prospect. This paper emphasis on how to realize speech recognition in DSP and its whole hardware and software technological process, and analyzed the program with CCS's self-contained process analysis tools Profile. In order to improve the recognition rate, a high performance DTW algorithm which differ from the traditional DTW algorithm is used. So real-time control is achieved and obtain a high recognition rate. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of Harbin University of Science and Technology
引用
收藏
页码:832 / 836
页数:5
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Min Zhang, 2010, 2010 INTERATIONAL CO, V3, P468
[3]  
Wang KM, 2010, TECHNOLOGY PAPER, V28, P101