Automatic Identification of Salient Acoustic Instances in Couples' Behavioral Interactions Using Diverse Density Support Vector Machines.
James GibsonAthanasios KatsamanisMatthew P. BlackShrikanth S. NarayananPublished in: INTERSPEECH (2011)
Keyphrases
- automatic identification
- diverse density
- multiple instance learning
- support vector
- multiple instance
- learning machines
- image annotation
- maximum margin
- regression problems
- support vector machine
- learning problems
- classification accuracy
- supervised learning
- hyperplane
- cross validation
- feature selection
- kernel function
- model selection
- kernel methods
- semi supervised
- multi class
- multiscale
- data sets
- real valued
- spatial domain
- binary classification
- image representation
- image database