On the Derivational Entropy of Left-to-Right Probabilistic Finite-State Automata and Hidden Markov Models
Probabilistic finite-state automata are a formalism that is widely used in many problems of automatic speech recognition and natural language processing. Probabilistic finite-state automata are closely related to other finite-state models as weighted finite-state automata, word lattices, and hidden...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
The MIT Press
2017-12-01
|
Series: | Computational Linguistics |
Online Access: | http://dx.doi.org/10.1162/coli_a_00306 |