Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015 2015
DOI: 10.2991/icmmcce-15.2015.182 View full text |Buy / Rent full text
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Abstract: Abstract. The paper establishes a double-layer classifier based on Gaussian Mixture Model and the Thayer model to divide the music style into several categories. On the basis of effective verification of experiments, the music listening experience is added into the model to analyze and normalize two-dimensional data points and the tastes of music users or playing times also can be added to obtain new three-dimensional data points. Then the Gaussian Mixture Model is employed again for classifying the new three-… Show more

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“…When the model parameters [60], and the cluster label λ j of each sample x j can be determined according to the equation 8 we get the cluster label λ j to which x j belongs and divide x j into cluster C λ j . The model parameters {(α i , µ i , i ) | 1 ≤ i ≤ k} is solved using the EM algorithm [63].…”
Section: Gmm Clusteringmentioning
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“…When the model parameters [60], and the cluster label λ j of each sample x j can be determined according to the equation 8 we get the cluster label λ j to which x j belongs and divide x j into cluster C λ j . The model parameters {(α i , µ i , i ) | 1 ≤ i ≤ k} is solved using the EM algorithm [63].…”
Section: Gmm Clusteringmentioning