搜索资源列表
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采用matlab编写的，采用二进制进行模式分类的程序，-prepared using Matlab, using binary for pattern classification procedures,
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模式识别的经典算法之一，动态聚类的k均值算法，采用matlab进行编程，并对分类进行了画图分析。-the classic pattern recognition algorithms, dynamic clustering algorithm k mean using Matlab programming, as well as classification of the class analysis.
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模式识别的经典算法之一，感知器算法，用来对模式进行分类，采用matlab编写。-the classic pattern recognition algorithm, perception algorithm, the model used for classification, prepared using Matlab.
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文本相似度计算(tfidf),可用文本分类以及文本信息处理-Text Similarity Computing (tfidf), available for text classification and text information processing
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adaboost是语音识别分类器设计的最好方法，目前在识别分类方面进行了应用-AdaBoost is a voice recognition classifier design the best way, the current classification in identifying aspects of the application
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基于Matlab的SVM模式分类方法的实验系统,有仿真实验，有举例说明，可用于参考-Matlab-based classification method of SVM model experimental systems, there are simulation results, there are examples, can be used for reference
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Type Classification Code:
main.m (program control)
discretize.m (converts image to discrete values)
plotimg.m (plots images)
dirImg.m (computes the directional image)
extract.m (extracts square portion of image - called by di
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模式分类的配套的matlab工具箱，所以的函数，-Pattern classification of matching matlab toolbox, so the function
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主要是实现调制识别，区分几种常用的数字调制信号，包括ASK,FSK,PSK,QAM。含有两个文件夹 其一为特征参数的仿真；其二为正确识别率的仿真。
文件夹key feature simulink中：
运行程序会得到各特征参数之间区分图 从图中可看到特征参数的有效性。
文件夹classification rate simulink中：
运行main.m文件 可以得到正确识别率 -Mainly to achieve modulation recog
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SVM分类程序，可进行多分类，可直接在MATLAB平台上运行，已试过-SVM classification procedure, the multi-classification
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Feature Extraction for Speech Processing and SVM Classification of Voice Samples. This package contains Feature Extraction and Classification Matlab codes and some turkish voice records.
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生成8类数据点，神经网络对数据点分类 求解权向量-8 classes generated data points, solving the weight vector neural network data points classification
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libsvm,台湾著名学者研究出的改进版的支持向量机。可用于多类别图像分类。上传的是window版本。-libsvm, Taiwan s well-known scholars developed an improved version of the Support Vector Machine. Can be used for multi-class image classification. Upload a window version.
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pso优化lssm的matlab程序，用于文件文本等的分类或者研究工作-Pso- LSSM matlab used in file, such as classification or research work
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这是遗传算法优化支持向量机代码。用于matlab分类应用-This is a genetic algorithm optimization support vector machine code. Applications for classification matlab
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用于音频分类的matlab程序，供大家下载学习。-Matlab program for audio classification, for everyone to download learning.
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使用BP神经网络的数据分类-语音特征信号分类(Data classification using BP neural networks -- speech feature signal classification)
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This Matlab program implements the cochannel speech separation algorithm Yi Jiang, D. L. Wang, et al. (2014), "Binaural Classification for Reverberant Speech Segregation Using Deep
Neural Networks," .
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实验示例是基于语音中的mfcc，语音倒谱特征来进行聚类，先利用训练样本来计算训练样本聚类中心（用到了lbg算法），之后再进行分类。
注意：使用代码时需要自己更改文件路径。(This example is based on the MFCC in speech and the feature of speech Cepstrum to cluster. First, the training sample is used to calculate the training sample clus
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2013 声场景挑战赛 适合作为环境声音分类参考，内含代码。(scene-classification-aasp-2013-master)
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