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GMM_EM
- 2类分类高斯混合模型 使用k-means的方法来初始化GMM, 基于EM算法计算出GMM模型参量。 测试GMM模型分别有2个,4个,8个混合成分-2-class classifier with Gaussian Mixture Models. Use the k-means method to initialize the GMM’s Then improve the GMM models iteratively based on the EM algo-rithm.
Speech Processing Analysis - MATLAB
- The number of states in GMM as the generative model of the frames is obtained using k-means algorithm. This also helps to initialize the mean vector and the covariance matrix of the individual state of the GMM. The training LPC frames collected fro
