Description: 语音识别（Speech Recognition）是让机器通过识别和理解过程把语音信号转变为相应的文本或命令的技术。在课题中，通过采用DTW（Dynamic time warping, 动态时间伸缩）算法，对实现孤立词的识别进行了初步探讨和研究，实现了在MATLAB软件环境下孤立词语的语音识别，并针对DTW的主要特点及不足做出了总结。-Speech Recognition (Speech Recognition) machines is through recognition and understanding of a process which put the voice signal into the corresponding text or command technology. The issue, through the use DTW (Dynamic time warping, dynamic time telescopic) algorithm to achieve an isolated word recognition conducted a preliminary exploration and study, the realization of the MATLAB software environment isolated words of Speech Recognition and DTW against the main features and deficiencies make summarized. Platform: |
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Author:序号 |
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Description: This class library contains more than 20 classes including feature extraction algorithms (MFCC, LPCC) and modeling techniques (HMM, GMM, DTW, VQ ) for automatic speech recognition and speaker verification Platform: |
Size: 1405952 |
Author:站长 |
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Description: DTW (Dynamic Time Warping)源程序，广泛应用于语音识别等领域，可以用于相似曲线的对齐。（用winrar进行解压）-DTW (Dynamic Time Warping) source. widely used in areas such as speech recognition, which can be used similar to the curve alignment. (Using WinRAR for decompression) Platform: |
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Author:王选 |
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Description: 语音识别中提取特征向量和进行特征向量比对的DTW源代码-Speech Recognition feature extraction and feature vectors to the right than the source code DTW Platform: |
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Author:ziritu |
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Description: 语音信号时域动态归整MATLAB原程序，可以用于语音识别。-Dynamic time-domain speech signal to the entire original MATLAB program that can be used for speech recognition. Platform: |
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Author:刘镇 |
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Description: 这个我用ＬＡＢＶＩＥＷ８．０写的一个简单孤立词语音识别的程序，其中同过预处理，ＭＦＣＣ提取，和ＤＴＷ算法的比较，希望对大家有用-I used to write this LABVIEW8.0 a simple isolated word speech recognition procedures, which had the same pretreatment, MFCC extraction, and the DTW algorithm, in the hope that useful to everybody Platform: |
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Author:hu |
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Description: 基于DTW的孤立词语音识别研究和算法改进，很不错的论文-DTW-based isolated word speech recognition research and algorithm improvements, very good paper Platform: |
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Author:陈吉成 |
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Description: 一个可以识别连续数字语音的程序，提取mfcc，用dtw实现识别，有文档-A continuous digital speech recognition procedures, extraction mfcc, using DTW to achieve recognition, there are documents Platform: |
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Author:da |
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Description: Template based Speech Recognition using spectral features and DTW, very clear code in MATLAB Platform: |
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Author:Cutie Babe |
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Description: dtw文件是运用DTW算法实现安静环境下语音识别的。其中vad.m是端点检测程序；lpc.m是计算LPC参数的程序；lpc21lpcc.m是计算LPCC参数的程序；mfcc.m是计算MFCC参数的程序；dtw.m是实现经典DTW算法的程序；dtw2.m是实现高效DTW算法的程序，testdtw.m是最终测试程序，其中可以通过改变其中的特征参数名选择不同的特征参数。-dtw file DTW algorithm is to use speech recognition in quiet environments. Which is the endpoint detection process vad.m lpc.m is to calculate the LPC parameters of the program lpc21lpcc.m procedure is to calculate the LPCC parameters mfcc.m procedure is to calculate the MFCC parameters dtw.m the classic DTW algorithm to achieve the program dtw2.m DTW algorithm is to achieve efficient procedures, testdtw.m is the final test program, which can change the parameters in which different parameters were selected. Platform: |
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Author:于军 |
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Description: 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，DTW算法与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。 -DTW (Dynamic Time Warping, dynamic time warping) algorithm based on dynamic programming (DP) ideas, sounds of varying lengths to solve the template matching problem, is speech recognition appeared earlier, more classic kind of algorithm. For isolated word recognition, DTW algorithm and HMM algorithm in the training phase need to provide a large number of voice data, obtained by repeated calculations to model parameters, while the DTW algorithm is almost no additional training calculations. Therefore, in isolated word speech recognition, DTW algorithm is still widely used. Platform: |
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Author:fujuan |
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Search - DTW speech recognition