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Description: 隐马尔可夫模型(HMM)模型的源码。隐马尔可夫模型(HMM)模型的随机方法和时间序列数据。-Hidden Markov Models (HMM) are stochastic methods to model temporal and sequence data.
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Size: 61440 |
Author: jackhu |
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Description: Expectation-Maximization algorithm for a HMM with Multivariate Gaussian measurement
Usage
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[logl , PI , A , M , S] = em_ghmm(Z , PI0 , A0 , M0 , S0 , [options])
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Size: 22528 |
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Description: hmm的程序实现包含em算法，加程序注释(HMM program implementation)
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Size: 11264 |
Author: 康瑞五秒
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Description: 基于HMM的动作识别算法,使用的数据是骨架数据(action recognition using HMM)
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Size: 3806208 |
Author: 小伟2017
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Description: 隐马尔克夫模型工具箱，matlab 语言，包含有离散HMM、连续HMM(Hidden Markov model toolbox, MATLAB language, contains a discrete HMM and continuous HMM)
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Size: 408576 |
Author: 蜗牛528
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Description: HMM语音信号识别例程,包含用于MATLAB的语音信号识别工具箱。(Example of speech signal recognition by HMM)
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Size: 1314816 |
Author: Sakurain
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Description: hmm toolbox for matlab
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Size: 818176 |
Author: Dl314
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Description: 简单的用matlab编写的hmm事例。有程序说明。有需要的大家一起交流(Simple example of HMM written in matlab. Program description. We need to communicate with each other)
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Size: 171008 |
Author: 康瑞五秒2
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Description: HMM(隐马尔科夫模型)是自然语言处理中的一个基本模型，用途比较广泛，如汉语分词、词性标注及语音识别等，在NLP中占有很重要的地位(HMM (hidden Markov model) is a basic model in Natural Language Processing, which is widely used, such as Chinese segmentation, part of speech tagging and speech recognition, and plays an important role in NLP)
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Size: 5120 |
Author: 伟大的人啊
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Description: 了解HMM模型基础，使用C/C++来编写简单的程序(Understand the HMM model foundation, use C/C++ to write simple program)
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Size: 9465856 |
Author: dongkai1994
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Description: hand write recognition using HMM matlab
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Size: 9216 |
Author: SWL
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Description: GMM HMM()
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Size: 14431232 |
Author: hongwei_006 |
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Description: hmm工具箱，包括各种算例，离散与连续马尔科夫过程(hmm tool box Including various examples discrete and continuous markov process)
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Size: 818176 |
Author: xzy |
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Description: 以MFCC作为特征参数，利用HMM算法进行语音识别(Speech recognition using HMM algorithm)
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Size: 26624 |
Author: 充满魅力人 |
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Description: 主要应用HMM模型训练语音数据，实现说话人识别的功能(The HMM model is used to train voice data to realize speaker recognition.)
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Size: 14374912 |
Author: 丿风起 |
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Description: Python实现HMM算法完美版 代码全集(Python realize HMM algorithm perfect edition code complete works)
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Size: 36038656 |
Author: 转身距离 |
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Description: Python实现HMM算法完美版代码集合(Python realize HMM algorithm perfect edition code complete works)
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Size: 10240 |
Author: 转身距离 |
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Description: 离散HMM的matlab程序，包含有前向—后向算法、 Baum-Welch算法以及Vertebi算法(The matlab program of discrete HMM, including forward-backward algorithm, Baum-Welch algorithm and Vertebi algorithm)
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Size: 112640 |
Author: 雨下一整晚128 |
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Description: 隐马尔科夫模型进行中文分词
模型训练
python HMM_train.py RenMinData.txt_utf8
RenMinData.RenMinData_utf8 为人民日报已经人工分词的预料。
生成三个文件
* prob_start.py 为模型的初始概率
* prob_trans.py 为模型状态转移概率
* prob_emit.py 为发射概率
测试模型效果
python HMM.py
reference
维特比算法：(python HMM_train.py RenMinData.txt_utf8
RenMinData.RenMinData_utf8
prob_start.py
prob_trans.py
prob_semit.py)
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Size: 6432768 |
Author: nino123456 |
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Description: 隐马尔科夫实现，包含forward-hmm, Viterbi-hmm, Baum-Welch-hmm(Hidden Markov implementation, including forward-hmm, Viterbi-hmm, Baum-Welch-hmm)
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Size: 103424 |
Author: fassial |
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