An Open Source C++ Implementation of Multi-Threaded Gaussian Mixture Models, k-Means and Expectation Maximisation.
Conrad SandersonRyan R. CurtinPublished in: CoRR (2017)
Keyphrases
- gaussian mixture model
- expectation maximisation
- expectation maximization
- em algorithm
- multi threaded
- open source
- k means
- maximum likelihood
- mixture model
- speaker recognition
- generative model
- computer architecture
- efficient implementation
- probabilistic model
- feature vectors
- operating system
- multi core processors
- clustering algorithm
- feature space
- learning algorithm
- unsupervised learning
- graphical models
- hierarchical clustering
- pairwise
- multithreading
- computer science