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---+ !OpenFst Library --- %ICON{led-red}% *OpenFst version 1.8.2 is now available for [[FstDownload][download]].* %ICON{new}% <nop>OpenFst is now also available on [[https://conda-forge.org/][conda-forge]]. Linux (x86) and Mac OS X users who already have [[https://docs.conda.io/en/latest/][conda]] can install using the following command: =conda install -c conda-forge openfst=. --- *OpenFst* is a library for constructing, combining, optimizing, and searching _weighted finite-state transducers_ (FSTs). Weighted finite-state transducers are automata where each transition has an input label, an output label, and a [[FstQuickTour#FstWeights][weight]]. The more familiar finite-state acceptor is represented as a transducer with each transition's input and output label equal. Finite-state acceptors are used to represent sets of strings (specifically, _regular_ or _rational sets_); finite-state transducers are used to represent binary relations between pairs of strings (specifically, _rational transductions_). The weights can be used to represent the cost of taking a particular transition. FSTs have key applications in speech recognition and synthesis, machine translation, optical character recognition, pattern matching, string processing, machine learning, information extraction and retrieval among others. Often a weighted transducer is used to represent a probabilistic model (e.g., an _n-gram model_, _pronunciation model_). FSTs can be optimized by _[[DeterminizeDoc][determinization]]_ and _[[MinimizeDoc][minimization]]_, models can be applied to hypothesis sets (also represented as automata) or cascaded by finite-state _[[ComposeDoc][composition]]_, and the best results can be selected by _[[ShortestPathDoc][shortest-path]]_ algorithms. This library was developed by [[FstContributors][contributors]] from Google Research and NYU's Courant Institute. It is intended to be comprehensive, reliable, flexible, efficient, and to scale well. It is an open source project distributed under the [[http://www.apache.org/licenses/LICENSE-2.0][Apache]] license. * [[FstBackground][Background Material]] * [[FstQuickTour][Quick Tour]] * [[FstQuickTour#CreatingFsts][Creating FSTs]] * [[FstQuickTour#AccessingFsts][Accessing FSTs]] * [[FstQuickTour#FstOperations][FST Operations]] * [[FstQuickTour#OperationCalling][Calling Operations]] * [[FstQuickTour#OperationExample][Example -- FST Application]] * [[FstQuickTour#AvailableOperations][Available Operations]] * [[FstQuickTour#FstWeights][FST Weights]] * [[FstAdvancedUsage][Advanced Usage]] * [[FstConventions][Conventions]] * [[FstExtensions][Extensions]] * [[FstExamples][Examples]] * [[FstEfficiency][Efficiency]] * [[FstGlossary][Glossary]] * [[FstDownload][Download]] * [[http://www.openfst.org/doxygen/fst/html/][Documented Source Code]] * [[Forum.FstForum][Forum]] * [[Contrib.FstContrib][Contributed and related projects]]
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2007-06-14 - 05:17
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Topic revision: r121 - 2022-02-03
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KyleGorman
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