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Description: 基于隐马尔科夫HMM的语音识别算法和聚类-Based on Hidden Markov HMM speech recognition algorithm and clustering
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Size: 1250304 |
Author: jianxin |
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Description: 使用HMM对基因表达数据进行聚类,来自清华大学2003-use the HMM to clustering gene expression data
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Size: 228352 |
Author: growking |
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Description: This paper presents a technique which is based on pattern recognition techniques, in order to estimate
Mobile Terminal (MT) velocity. The proposed technique applies on received signal strength (RSS) measurements
and more precisely on information extracted from Iub air interface, in wideband code-division multiple access
(WCDMA) systems for transmission control purposes. Pattern recognition is performed by Hidden Markov Model
(HMM), which is trained with downlink signal strength measurements for specific areas, employing Clustering
LARge Applications (CLARA) like a clustering method. Accurate results from a single probe vehicle show the
potential of the method, when applied to large scale of MTs.
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Size: 351232 |
Author: anna |
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Description: clustering using kmeans. Good for H-clustering using kmeans. Good for HMM
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Size: 2048 |
Author: john Kim |
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Description: Dynamic Clustering in Sensor Networks using
HMM and Neuro Computation
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Size: 671744 |
Author: oussama |
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Description: 隐马尔可夫模型中的训练程序中的数据进行分类，分类以后进行聚类-HMM clustering data in the training program categorize later
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Size: 1024 |
Author: 贺贤 |
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Description: Max Welling s Notes 原网页是PS格式的，我都转成了pdf格式方便阅读，机器学习算法相关，都是一些相对基础的算法，这个笔记把很多算法的精髓都整理的很清楚，适合初学者入门看，以及一些新的算法里面可能没有涉及，在英文描述中我把里面涉及的算法列了一下，按需求下载吧。-Max Welling s Notes。Statistical Estimation [ps]
- bayesian estimation
- maximum a posteriori (MAP) estimation
- maximum likelihood (ML) estimation
- Bias/Variance tradeoff & minimum description length (MDL)
Expectation Maximization (EM) Algorithm [ps]
- detailed derivation plus some examples
Supervised Learning (Function Approximation) [ps]
- mixture of experts (MoE)
- cluster weighted modeling (CWM)
Clustering [ps]
- mixture of gaussians (MoG)
- vector quantization (VQ) with k-means.
Linear Models [ps]
- factor analysis (FA)
- probabilistic principal component analysis (PPCA)
- principal component analysis (PCA)
Independent Component Analysis (ICA) [ps]
- noiseless ICA
- noisy ICA
- variational ICA
Mixture of Factor Analysers (MoFA) [ps]
- derivation of learning algorithm
Hidden Markov Models (HMM) [ps]
- viterbi decoding algorithm
- Baum-Welch learning algorithm
Kalman Filters (KF) [ps]
- kalman filter algorithm (very detailed derivation)
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Size: 1211392 |
Author: 陈希 |
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Description: 完整的图像处理课设，包含所有源代码，汽车图像，完整的基于HMM的语音识别系统，可实现对二维数据的聚类。- Complete class-based image processing, contains all of the source code, auto image, Complete HMM-based speech recognition system, Can realize the two-dimensional data clustering.
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Size: 6144 |
Author: 郭原军 |
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Description: 用MATLAB实现动态聚类或迭代自组织数据分析，完整的基于HMM的语音识别系统，到达过程是的泊松过程。- Using MATLAB dynamic clustering or iterative self-organizing data analysis, Complete HMM-based speech recognition system, Arrival process is a Poisson process.
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Size: 5120 |
Author: 许运 |
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Description: 基于K均值的PSO聚类算法,实现用SDRAM运行nios，同时用SRAM保存摄像头数据，完整的基于HMM的语音识别系统。- K-means clustering algorithm based on the PSO, Implemented with SDRAM run nios, while saving camera data SRAM, Complete HMM-based speech recognition system.
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Size: 5120 |
Author: ybqxwi |
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Description: 在matlab环境中自动识别连通区域的大小,完整的基于HMM的语音识别系统，基于欧几里得距离的聚类分析。- Automatic identification in the matlab environment the size of the connected area, Complete HMM-based speech recognition system, Clustering analysis based on Euclidean distance.
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Size: 4096 |
Author: fang |
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Description: 可实现对二维数据的聚类，完整的基于HMM的语音识别系统，使用matlab实现智能预测控制算法。- Can realize the two-dimensional data clustering, Complete HMM-based speech recognition system, Use matlab intelligent predictive control algorithm.
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Size: 5120 |
Author: mennanloukou |
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Description: 可实现对二维数据的聚类，有小波分析的盲信号处理，完整的基于HMM的语音识别系统。- Can realize the two-dimensional data clustering, There Wavelet Analysis Blind Signal Processing, Complete HMM-based speech recognition system.
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Size: 5120 |
Author: 吕东 |
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Description: 可实现对二维数据的聚类，完整的基于HMM的语音识别系统，计算多重分形非趋势波动分析matlab程序。- Can realize the two-dimensional data clustering, Complete HMM-based speech recognition system, Calculation multifractal detrended fluctuation analysis matlab program.
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Size: 5120 |
Author: mingfaoniu |
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Description: 完整的基于HMM的语音识别系统，数学方法是部分子空间法，基于欧几里得距离的聚类分析。- Complete HMM-based speech recognition system, Mathematics is part of the subspace, Clustering analysis based on Euclidean distance.
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Size: 6144 |
Author: 李新明 |
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Description: 完整的基于HMM的语音识别系统，可实现对二维数据的聚类，研究生时的现代信号处理的作业。- Complete HMM-based speech recognition system, Can realize the two-dimensional data clustering, Modern signal processing jobs when the graduate.
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Size: 6144 |
Author: keifuijiu |
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Description: matlab编写的元胞自动机，基于欧几里得距离的聚类分析，完整的基于HMM的语音识别系统。- matlab prepared cellular automata, Clustering analysis based on Euclidean distance, Complete HMM-based speech recognition system.
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Size: 5120 |
Author: 胥财 |
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Description: 基于K均值的PSO聚类算法,进行波形数据分析,完整的基于HMM的语音识别系统。- K-means clustering algorithm based on the PSO, Waveform data analysis, Complete HMM-based speech recognition system.
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Size: 4096 |
Author: 田新明 |
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