Accommodating Sample Size Effect on Similarity Measures in Speaker Clustering
Alexander HauboldJohn R. KenderPublished in: CoRR (2006)
Keyphrases
- sample size
- similarity measure
- model selection
- random sampling
- upper bound
- speaker clustering
- progressive sampling
- worst case
- covariance matrix
- partially supervised
- discriminant analysis
- probabilistic model
- hyperparameters
- generalization error
- feature transformation
- gaussian mixture model
- machine learning
- multi class
- image processing