Musical Similarity and Commonness Estimation Based on Probabilistic Generative Models of Musical Elements.
Tomoyasu NakanoKazuyoshi YoshiiMasataka GotoPublished in: Int. J. Semantic Comput. (2016)
Keyphrases
- generative model
- probabilistic model
- polyphonic music
- posterior probability
- mixture model
- discriminative learning
- maximum entropy principle
- object categories
- topic models
- prior knowledge
- hidden variables
- conditional random fields
- hierarchical hidden markov models
- representational power
- latent dirichlet allocation
- em algorithm
- discriminative models
- bayesian networks
- generative and discriminative models
- image processing
- conditional probabilities
- learning algorithm
- maximum entropy
- expectation maximization
- maximum likelihood
- graphical models
- semi supervised
- similarity measure