The Improvement of DTW Algorithm in Speech Recognition

Dexiang Zhou, Ji-xiang Zhang
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Abstract

This paper discusses an improving algorithm of DTW. Based on primary DTW arithmetic, it uses new algorithm to reduce unnecessary calculated point and only saves the necessary frame matching distance matrix and accumulation distance matrix.The improved algorithm uses MATLAB to carry out simulation and make the best test through analyzing the comparative results. This algorithm will save storage space and enhance computational efficiency .
语音识别中DTW算法的改进
本文讨论了一种改进的DTW算法。在原DTW算法的基础上,采用新算法减少了不必要的计算点,只保留了必要的帧匹配距离矩阵和累积距离矩阵。改进后的算法利用MATLAB进行了仿真,并通过对比结果分析进行了最佳测试。该算法节省了存储空间,提高了计算效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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