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A finite-state transducer (FST) is a finite-state machine with two memory tapes, following the terminology for Turing machines: an input tape and an output tape. This contrasts with an ordinary finite-state automaton, which has a single tape. An FST is a type of finite-state automaton (FSA) that maps between two sets of symbols. [1]
With the advancement of neural networks in natural language processing, it became less common to use FST for morphological analysis, especially for languages for which there is a lot of available training data. For such languages, it is possible to build character-level language models without explicit use of a morphological parser. [1]
A transducer is a device that converts energy from one form to another. Usually a transducer converts a signal in one form of energy to a signal in another. [1] Transducers are often employed at the boundaries of automation, measurement, and control systems, where electrical signals are converted to and from other physical quantities (energy, force, torque, light, motion, position, etc.).
It so happens that the definitions presented here are more in line with Mealy machines, but in general "finite state transducers" are well-understood to be more general than "Mealy machines". Several bioinformatics articles refer to the definition of "finite-state transducer" given here, and I would strongly favor keeping it intact.
Every single slang word or phrase listed in this article must be backed up by a reference. This is not negotiable. A reference, in this case, is not source using the slang word or phrase. It must be a (reliable) source discussing or attesting the existence of that slang word or phrase, like a book about Spanish slang or even a dictionary.
Foma is a free and open source finite-state toolkit created and maintained by Mans Hulden.It includes a compiler, programming language, and C library for constructing finite-state automata and transducers (FST's) for various uses, most typically Natural Language Processing uses such as morphological analysis.
FST-7 was developed by bodybuilding coach Hany Rambod, a 24-time Olympia-winning coach and seven-time Mr. Olympia, to stretch out the fascia (the connective tissue encompassing your muscles ...
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