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Importance of High-Order N-Gram Models in Morph-Based Speech Recognition

โœ Scribed by Hirsimaki, T.; Pylkkonen, J.; Kurimo, M.


Book ID
114599089
Publisher
Institute of Electrical and Electronics Engineers
Year
2009
Tongue
English
Weight
664 KB
Volume
17
Category
Article
ISSN
1558-7916

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While n-gram modeling is simple and dominant in speech recognition, it can only capture the short-distance context dependency within an n-word window where currently the largest practical n for natural language is three. However, many of the context dependencies in natural language occur beyond a th