厦门大学学报(自然科学版)2012,Vol.51Issue(2):174-178,5.
采用DTW算法和语音增强的嵌入式声纹识别系统
Embedded Voiceprint Recognition System Based on DTW Algorithm and Speech Enhancement
摘要
Abstract
Dynamic time warping (DTW) is a relatively simple and effective algorithm, which is widely used in speech recognition systems. In order to deal with the performance degration caused by background noise.this paper utilized signal to noise ratio (SNR) spectral substration algorithm and adaptive threshold endpoint detection algorithm. Basing on the two algorithms,the speech recognition system is successfully implemented on ARM9 embedded microprocessor. Finally the experimental results are given to verify the effectiveness of the proposed system.关键词
声纹识别/动态时间规整/谱减/嵌入式系统Key words
speech recognition/dynamic time warping/spectral subtraction/embedded systems分类
信息技术与安全科学引用本文复制引用
周跃海,童峰,洪青阳..采用DTW算法和语音增强的嵌入式声纹识别系统[J].厦门大学学报(自然科学版),2012,51(2):174-178,5.基金项目
福建省高校产学合作重大项目(2010H6022) (2010H6022)
福建省杰出青年科学基金项目(2010D003) (2010D003)
厦门市科技计划项目(3502Z20113008) (3502Z20113008)