Cross entropy as objective function for music generative models.
Sebastian Garcia-ValenciaPublished in: CoRR (2020)
Keyphrases
- cross entropy
- generative model
- objective function
- log likelihood
- probabilistic model
- discriminative models
- maximum likelihood
- em algorithm
- language modeling
- mixture model
- cost function
- discriminative learning
- semi supervised
- conditional random fields
- bayesian framework
- prior knowledge
- expectation maximization
- error function
- evaluation metrics
- language model
- gaussian mixture model
- scoring function
- density estimation
- learning algorithm
- hidden variables
- semi supervised learning
- latent variables
- ranking functions
- machine learning
- model selection
- graphical models
- information retrieval