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Leseratte is a Java parser for German written language. Currently, it contains a German lexicon (based on the Wiktionary), inflexion rules, a grammar and a parser. (Semantics component planned.) Usable as a Java library, also provides a graphical UI.
ElixirFM is a high-level implementation of Functional Arabic Morphology. The core of ElixirFM is written in Haskell, while interfaces in Python and Perl support lexicon editing and other interactions.
http://github.com/otakar-smrz/elixir-fm
A lexicon of Tolkien's Elvish languages, backed by an XML data model of the lexicon's contents. This project has been migrated to Github: https://github.com/pfstrack/eldamo
Complete tool for constructing/manipulating languages in digital form
...It allows for free experimentation of all aspects of the language, so it does not have to be made consistent on paper first. You can edit script, syntax, grammar, morphology, lexicon and phonology, as well as write documents in the language, as it might be too complex to be handled by current font technology. The information is stored in xml format for easy integration with other software.
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Melete is a program to apply sound changes to a lexicon, simulating historical linguistic sound changes. It supports a flexible and easy to use format for specifying sounds, characters and diacritics, support for phonological features, and more.