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在MATLAB环境下实现基于矢量量化的说话人识别系统。在实时录音的情况下,利用该说话人识别系统,对不同的人的1s~7s的语音进行辨识。实现与文本无关的自动说话人确认的实时识别。
使用说明:
1 训练
打开Matlab 使Current Directory为VQ所在的文件夹(比如:E:\\vq)
在Command windows中输入
-in MATLAB environment based VQ Speaker Recognition System. Real-
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这个文档对想用DSP实现一非特定人语音识别系统 有很大的帮助。-this document right to use a DSP-independent speech recognition system is a great help.
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计算误识率——拒识率曲线(VC++)
应用于说话人识别系统中。-calculation error rate -- reject rate curve (VC) for speaker recognition system.
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说话人识别和训练系统所用的很多源码,内容很详实,希望大家能用的上-Speaker Recognition and training system used by a lot of source code, content is very informative and hope that we can use the upper
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Speaker Recognition by training GMM models for the speakers in the system. Also tells if there s an impostor in the system.
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matlab 实现的基于GMM的说话人识别系统-matlab implementation of the GMM-based speaker recognition system
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说话人识别系统 在c++下实现 vq算法 mf-Speaker recognition system in c++ to achieve vq algorithm mfcc
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Speech recognition (also known as automatic speech recognition or computer speech recognition) converts spoken words to text. The term "voice recognition" is sometimes used to refer to speech recognition where the recognition system is trained to a p
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在MATLAB环境下实现基于矢量量化的说话人识别系统。在实时录音的情况下,利用该语音识别系统,对不同的人的语音进行辨识。实现与文本无关的自动说话人确认的实时识别。-In the MATLAB environment VQ-based Speaker Recognition System. In real-time recording, the use of the voice recognition system, for different people to carry out voice
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Speaker recognition system
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识别正确率和抗噪性能是语音识别的研究重点,而识别响应速度也是决定系统实用化的关键 文章改进了传统的动态时间弯折算
法结构,将其应用于实时说话人辨识系统中,极大地提高了系统运行速度,随着待识别语音数目的增多,该算法优势更加明显 实验表明,
在不影响系统识别率的情况下,该方法使系统的运行速度平均提高了1.5 倍-Identify the correct rate and the anti-noise performance is the focus of speech recognition
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文章介绍的说话人识别系统,采用能够反映人对语音的感知特性的9(:频率倒谱系数(9(: <+(=>(2/?8(’0+):
81(..-/-(20@,9<88)作为特征参数,同时考虑到特征参数各维分量对于不同说话人的区分程度,采用加权的办法进行矢
量量化。-This paper introduces the speaker recognition system used to reflect the people s perception of voice characte
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Mini project on Automatic Speaker Recognition System
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GMM的说话人识别系统,识别效果90 多-GMM speaker recognition system, the recognition effect more than 90
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本程序是基于matlab的语者识别系统。采用mfcc算法进行提取语音特征,用gmm算法进行匹配。-This procedure is based on a speaker recognition system matlab. Mfcc algorithm using speech feature extraction, matching algorithms using gmm.
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这是一篇工学硕士论文,主要说关于说话人语音识别,,以支持向量机为分类器,分别以MFCC和IM-FCC为特征单独执行分类,将得到结果按某种方式融合,取两者之长,最后做出判决来提高说话人识别系统的性能。-Speaker recognition is a kind of technology that take the use of the
information contained in the speech signal to identify who is the speaker or to
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基于GMM模型的说话人辨认系统GMM model-based speaker recognition system
-GMM model-based speaker recognition system
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Here speaker recognition system
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基于HMM或者GMM模型的说话人识别系统的实现及改进-Speaker recognition system based on HMM or GMM model and improvement
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本文介绍了基于MATLAB的语音识别系统,包括对语音信号的特征提取,包括语音信号的特征提取,快速傅立叶变换,离散余弦转换,线性预测分析,梅尔频率倒谱系数以及高斯混合模型。-This paper aims at development and performance analysis of a speaker dependent speech recognition
system using MATLAB® . The issues that were considered are 1
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