Probabilistic Typology: Deep Generative Models of Vowel Inventories.
Ryan CotterellJason EisnerPublished in: CoRR (2017)
Keyphrases
- generative model
- probabilistic model
- posterior probability
- em algorithm
- prior knowledge
- semi supervised
- discriminative learning
- mixture model
- conditional random fields
- object categories
- maximum entropy principle
- latent dirichlet allocation
- discriminative models
- hierarchical hidden markov models
- topic models
- expectation maximization
- deep belief networks
- deep learning
- speech signal
- generative and discriminative models
- discriminatively trained
- information retrieval
- graphical models