1136 search results - page 2 / 228 » Learning with Weighted Transducers |
CSL
2002
Springer
13 years 5 months ago
2002
Springer
We survey the use of weighted finite-state transducers (WFSTs) in speech recognition. We show that WFSTs provide a common and natural representation for HMM models, context-depend...
ACL
1996
13 years 6 months ago
1996
We report on a method for compiling decision trees into weighted finite-state transducers. The key assumptions are that the tree predictions specify how to rewrite symbols from an...
ACL
2007
13 years 6 months ago
2007
We propose a bootstrapping approach to training a memoriless stochastic transducer for the task of extracting transliterations from an English-Arabic bitext. The transducer learns...
EMNLP
2009
13 years 3 months ago
2009
We study graphical modeling in the case of stringvalued random variables. Whereas a weighted finite-state transducer can model the probabilistic relationship between two strings, ...
CORR
2004
Springer
13 years 5 months ago
2004
Springer
This report defines various operations and describes algorithms for weighted multi-tape automata (WMTAs). It presents, among others, a new approach to multi-tape intersection, mea...