SRI Language Modeling Toolkit

An SRI Language Modeling Toolkit is an Statistical Language Model-based NLP Toolkit developed by SRI's SRILM Project.

• AKA: SRILM Toolkit.
• Context:
  • Website: http://www.speech.sri.com/projects/srilm/
  • It was first developed by Stolcke (2002).
• Example(s):
  • that proposed in Stolcke (2002),
  • EduSpeak - SRI Speech Recognition Toolkit,
  • …
• Counter-Example(s):
  • DynaSpeak - SRI Speech Recognition Engine,
  • OpenNLP,
  • Open Language Interface for Voice Exploitation (OLIVE),
  • SenSay - SRI Analytics Speaker State Platform.
• See: Natural Language Processing System, Word Embedding System, Word-level Language Model, Character-level Language Model, Subword-level Language Model, OOV Word.

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References

2008

• (SRI International, 2008) ⇒ http://www.speech.sri.com/projects/srilm/
  • QUOTE: SRILM is a toolkit for building and applying statistical language models (LMs), primarily for use in speech recognition, statistical tagging and segmentation, and machine translation. It has been under development in the SRI Speech Technology and Research Laboratory since 1995. The toolkit has also greatly benefitted from its use and enhancements during the Johns Hopkins University/CLSP summer workshops in 1995, 1996, 1997, and 2002 (see history).

2002

• (Stolcke, 2002) ⇒ Andreas Stolcke. (2002). “SRILM - An Extensible Language Modeling Toolkit.” In: Proceedings of 7th International Conference on Spoken Language Processing (ICSLP - INTERSPEECH 2002).

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