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Description: gmm gmr
gmm gmr
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Size: 40017 |
Author: pil seong |
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Description: Creates a Gaussian mixture model with specified architecture.MIX = GMM(DIM, NCENTRES, COVARTYPE) takes the dimension of the space
DIM, the number of centres in the mixture model and the type of the
mixture model, and returns a data structure MIX.
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Size: 1835 |
Author: 西晃云 |
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Description: 这是一款用C++编写的实现gmm算法的程序，有样例程序，实现了EM算法来寻找GMM参数。
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Size: 32722 |
Author: 阿商 |
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Description: GMM_Gaussian Model Matlab代码
有多个实例 直接可运行看结果 学习GMM很有帮助
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Size: 34382 |
Author: difeng.qi@gmail.com |
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Description: for GMM traing
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Size: 19647 |
Author: liuevan48 |
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Description: 基于GMM的概率神经网络PNN具有良好的泛化能力，快速的学习能力，易于在线更新,并具有统计学的贝叶斯估计理论基础，已成为一种解决像说话人识别、文字识别、医疗图像识别、卫星云图识别等许多实际困难分类问题的很有效的工具。而且PNN不但具有GMM的大部分优点，还具有许多GMM没有的优点，如强鲁棒性，需要更少的训练语料，可以和其他网络其他理论无缝整合等。-GMM based probabilistic neural network PNN good generalization ability, the ability to learn fast, easy online updates, and with the Bayesian statistical theory based on estimates, and has become a solution as speaker recognition, text recognition, medical image recognition, satellite images and other real recognition when difficulties classification of very effective tool. But GMM PNN is not only the most advantages, but also has many advantages GMM not as strong robustness, require less training corpus, and other networks to other theories, such as seamless integration.
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Size: 7168 |
Author: 姜正茂 |
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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
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Size: 1405952 |
Author: 站长 |
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Description: A two-stage mechanism of ECG classification using Gaussian
mixture model(An automatic classifier for electrocardiogram (ECG) based cardiac abnormality detection using Gaussian mixture model (GMM) is presented here. In first stage, preprocessing that includes re-sampling, QRS detection, linear prediction (LP) model estimation, residual error signal computation and principal component analysis (PCA) has been used for registration of linearly independent ECG features.)
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Size: 487424 |
Author: vidi
|
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Description: GMM()
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Size: 2048 |
Author: tom8597
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Description: 混合高斯建模用于背景建模，用于背景检测，速度不是很快....C++语言(GMM background dectect)
Platform: |
Size: 3072 |
Author: weizhaoqi
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Description: 此算法实现高斯混合，可以对初始聚类算法选择c均值和EM，可以实现密度估计和分类。(This GMM algorithm can estimate the density and class, the initial steps can select the C-mean and EM.)
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Size: 10240 |
Author: 永yong
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Description: 高斯混合模型,利用Ｃ++ OEPNCV来完成(This is a GMM model using C++ opencv to deal with it)
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Size: 14698496 |
Author: 科研科研
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Description: GMM HMM()
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Size: 14431232 |
Author: hongwei_006 |
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Description: python实现GMM算法，并使用NMI进行算法评估(Python implementation of GMM algorithm)
Platform: |
Size: 2048 |
Author: Michael22 |
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Description: GMM算法，可以用于处理经过处理后的语音特征来训练模型，用于语音识别(Expectation-Maximization estimation of GMM parameters.This source code is the implementation of the algorithms described in)
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Size: 16384 |
Author: Anonyme |
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Description: 基于MFCC的GMM的语音识别，先是通过MFCC提取语音信号的特征向量，然后用GMM进行分类识别(Voice recognition of GMM based on MFCC.First, the feature vectors of speech signals are extracted through MFCC, and then classified by GMM.)
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Size: 1502208 |
Author: Akiko |
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Description: 基于GMM的话者识别matlab程序，训练运行train.m,识别运行recog.m(speaker identification system based on GMM)
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Size: 2814976 |
Author: Robin_JTH |
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Description: 该命令实现的是多维情况下的三维数据GMM聚类，该算法的缺点是使用matlab 对于大数据有计算机内存的要求。(This command implements GMM clustering of three-dimensional data in multi-dimensional situation. The disadvantage of this algorithm is that it requires computer memory for large data using matlab.)
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Size: 2048 |
Author: 西江哥哥 |
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Description: 通过贝叶斯信息准则确定高斯混合聚类方法的聚类簇数(Determining the Cluster Number of GMM Clusters by BIC)
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Size: 1024 |
Author: MasterW |
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