Class KmeansClustering

Inheritance
Object
KmeansClustering
Inherited Members
Namespace: AudioAnalysisTools.DSP
Assembly: AudioAnalysisTools.dll
Syntax
public static class KmeansClustering

Methods

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Clustering(Double[,], Int32)

Declaration
public static KmeansClustering.Output Clustering(double[, ] patches, int numberOfClusters)
Parameters
Type Name Description
Double[,] patches
Int32 numberOfClusters
Returns
Type Description
KmeansClustering.Output
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ReconstructSpectrogram(Double[,], KMeansClusterCollection)

reconstruct the spectrogram using centroids.

Declaration
public static double[, ] ReconstructSpectrogram(double[, ] sequentialPatchMatrix, KMeansClusterCollection clusters)
Parameters
Type Name Description
Double[,] sequentialPatchMatrix
Accord.MachineLearning.KMeansClusterCollection clusters
Returns
Type Description
Double[,]
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SortClustersBasedOnSize(Dictionary<Int32, Double>)

sort clusters based on their size and output the ordered cluster ID

Declaration
public static int[] SortClustersBasedOnSize(Dictionary<int, double> clusterIdSize)
Parameters
Type Name Description
Dictionary<Int32, Double> clusterIdSize
Returns
Type Description
Int32[]