gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and Expectation-Maximisation.
Conrad SandersonRyan R. CurtinPublished in: J. Open Source Softw. (2017)
Keyphrases
- gaussian mixture model
- expectation maximisation
- em algorithm
- multi threaded
- maximum likelihood
- mixture model
- expectation maximization
- speaker recognition
- feature vectors
- gaussian mixture
- speaker identification
- generative model
- mixture components
- feature space
- gaussian mixture modeling
- multi core processors
- variational bayes
- fine grained
- class labels
- operating system
- information flow
- highly efficient
- language model