Difference between revisions of "Language modeling software"
Jump to navigation
Jump to search
(Added WOPR to the list of language modeling software) |
(reorganize, add more LM software) |
||
| (One intermediate revision by one other user not shown) | |||
| Line 1: | Line 1: | ||
| − | '''[[Software]] - Language modeling''' | + | '''[[Tools and Software for English]] - Language modeling''' |
For languages other than English, see [[List of resources by language]]. | For languages other than English, see [[List of resources by language]]. | ||
| − | == Language modeling == | + | == Language modeling software == |
| + | |||
=== Free software === | === Free software === | ||
<!-- Please keep this list in alphabetical order --> | <!-- Please keep this list in alphabetical order --> | ||
| + | *[http://sourceforge.net/projects/irstlm/ IRSTLM] - Free software for language modeling | ||
| + | *[http://kheafield.com/code/kenlm/ KenLM] - Fast, Free software for language modeling | ||
| + | *[https://code.google.com/p/mitlm/ MITLM] - MIT Language Modeling (MITLM) toolkit | ||
| + | *[http://openfst.cs.nyu.edu/twiki/bin/view/GRM/NGramLibrary OpenGrm NGram] library - Free software for language modeling. Built on [[OpenFst]]. | ||
| + | *[http://sifaka.cs.uiuc.edu/~ylv2/pub/plm/plm.htm Positional Language Model] | ||
| + | *[http://sourceforge.net/projects/randlm/ RandLM] - Free software for randomised language modeling | ||
| + | *[http://vsiivola.github.io/variKN/ VariKN] - Free software for creating, growing and pruning Kneser-Ney smoothed n-gram models. | ||
| + | === Non-Free software === | ||
| + | <!-- Please keep this list in alphabetical order --> | ||
* [https://cmusphinx.svn.sourceforge.net/svnroot/cmusphinx/trunk/cmuclmtk/ cmuclmtk] - CMU-Cambridge Statistical Language Modeling toolkit. Older versions are available [http://www.speech.cs.cmu.edu/SLM/toolkit.html here]. | * [https://cmusphinx.svn.sourceforge.net/svnroot/cmusphinx/trunk/cmuclmtk/ cmuclmtk] - CMU-Cambridge Statistical Language Modeling toolkit. Older versions are available [http://www.speech.cs.cmu.edu/SLM/toolkit.html here]. | ||
* [http://www.speech.sri.com/projects/srilm/ SRILM] - The SRI Language Modeling Toolkit. Nitin Madnani has created Perl and Python wrappers, which are available from his [http://www.umiacs.umd.edu/~nmadnani/ homepage]. | * [http://www.speech.sri.com/projects/srilm/ SRILM] - The SRI Language Modeling Toolkit. Nitin Madnani has created Perl and Python wrappers, which are available from his [http://www.umiacs.umd.edu/~nmadnani/ homepage]. | ||
* [http://ilk.uvt.nl/wopr/ WOPR] - Memory-based word prediction and language modeling - uses [http://ilk.uvt.nl/timbl TiMBL]. GPL. | * [http://ilk.uvt.nl/wopr/ WOPR] - Memory-based word prediction and language modeling - uses [http://ilk.uvt.nl/timbl TiMBL]. GPL. | ||
| + | |||
| + | |||
| + | == Models == | ||
| + | *[http://www.keithv.com/software/csr/ Language models trained on newswire data] | ||
| + | |||
[[Category:Software]] | [[Category:Software]] | ||
[[Category:Resources for English]] | [[Category:Resources for English]] | ||
Latest revision as of 18:56, 8 October 2013
Tools and Software for English - Language modeling
For languages other than English, see List of resources by language.
Language modeling software
Free software
- IRSTLM - Free software for language modeling
- KenLM - Fast, Free software for language modeling
- MITLM - MIT Language Modeling (MITLM) toolkit
- OpenGrm NGram library - Free software for language modeling. Built on OpenFst.
- Positional Language Model
- RandLM - Free software for randomised language modeling
- VariKN - Free software for creating, growing and pruning Kneser-Ney smoothed n-gram models.
Non-Free software
- cmuclmtk - CMU-Cambridge Statistical Language Modeling toolkit. Older versions are available here.
- SRILM - The SRI Language Modeling Toolkit. Nitin Madnani has created Perl and Python wrappers, which are available from his homepage.
- WOPR - Memory-based word prediction and language modeling - uses TiMBL. GPL.