A simulation study of cluster search algorithms in data set generated by Gaussian mixture models.
Ryosuke MotegiYoichi SekiPublished in: CoRR (2024)
Keyphrases
- simulation study
- gaussian mixture model
- search algorithm
- data sets
- mixture model
- speaker recognition
- expectation maximization
- feature vectors
- em algorithm
- monte carlo
- clustering algorithm
- maximum likelihood
- probability density
- gaussian mixture
- covariance matrices
- speaker identification
- training data
- training set
- search space
- hierarchical clustering
- probability density function
- variational bayes
- density estimation
- high dimensional data
- generative model
- feature space
- pattern recognition
- computer vision