文件名称:DTW
- 所属分类：
- 数学计算/工程计算
- 资源属性：
- [Windows] [Visual.Net] [源码]
- 上传时间：
- 2014-08-15
- 文件大小：
- 519kb
- 下载次数：
- 0次
- 提 供 者：
- 庞**
- 相关连接：
- 无
- 下载说明：
- 别用迅雷下载，失败请重下，重下不扣分！
介绍说明－－下载内容均来自于网络，请自行研究使用
在孤立词语音识别中，最为简单有效的方法是采用DTW（Dynamic Time Warping，动态时间归整）算法，该算法基于动态规划（DP）的思想，解决了发音长短不一的模板匹配问题，是语音识别中出现较早、较为经典的一种算法，用于孤立词识别。HMM算法在训练阶段需要提供大量的语音数据，通过反复计算才能得到模型参数，而DTW算法的训练中几乎不需要额外的计算。所以在孤立词语音识别中，DTW算法仍然得到广泛的应用。
本程序是DTW算法的实现-In isolated word speech recognition, the most simple and effective method is to use DTW (Dynamic Time Warping, Dynamic Time whole) algorithm based on dynamic programming (DP) ideas to solve the problem of template matching pronunciation of varying lengths, is earlier, more classic kind of speech recognition algorithms appear for isolated word recognition. HMM algorithm needs to provide a large amount of training phase speech data, by repeating the calculations to obtain the model parameters and the DTW algorithm training almost no additional computation. Therefore, in isolated word speech recognition, DTW algorithm is still widely used.
This program is to achieve DTW algorithm
本程序是DTW算法的实现-In isolated word speech recognition, the most simple and effective method is to use DTW (Dynamic Time Warping, Dynamic Time whole) algorithm based on dynamic programming (DP) ideas to solve the problem of template matching pronunciation of varying lengths, is earlier, more classic kind of speech recognition algorithms appear for isolated word recognition. HMM algorithm needs to provide a large amount of training phase speech data, by repeating the calculations to obtain the model parameters and the DTW algorithm training almost no additional computation. Therefore, in isolated word speech recognition, DTW algorithm is still widely used.
This program is to achieve DTW algorithm
(系统自动生成,下载前可以参看下载内容)
下载文件列表
DTW\Debug\DTW.exe
...\.....\DTW.ilk
...\.....\DTW.pdb
...\.TW\Debug\BuildLog.htm
...\...\.....\DTW.exe.embed.manifest
...\...\.....\DTW.exe.embed.manifest.res
...\...\.....\DTW.exe.intermediate.manifest
...\...\.....\DTW.obj
...\...\.....\dtwhandle.obj
...\...\.....\dtwrecoge.obj
...\...\.....\mt.dep
...\...\.....\vc90.idb
...\...\.....\vc90.pdb
...\...\DTW.cpp
...\...\DTW.vcproj
...\...\DTW.vcproj.MEDIA-03.matlab.user
...\...\dtwhandle.cpp
...\...\dtwhandle.h
...\...\dtwrecoge.cpp
...\...\dtwrecoge.h
...\DTW.ncb
...\DTW.sln
...\DTW.suo
...\...\Debug
...\Debug
...\DTW
DTW