Morphological random forests for language modelinginflectional languages

2008 IEEE Workshop on Spoken Language Technology, SLT 2008 - Proceedings

Volumn , Issue , 2008, Pages 189-192

  Oparin, Ilya ^a,b,c   Glembek, Ondřej ^c   Burget, Lukáš ^c   Černocký, Jan ^c  

^a UNIVERSITY OF WEST BOHEMIA   (Czech Republic)

^b SPEECH TECHNOLOGY CENTER   (Russian Federation)

^c BRNO UNIVERSITY OF TECHNOLOGY   (Czech Republic)

Author keywords

Speech recognition

Indexed keywords

LANGUAGE MODEL; LANGUAGE MODELING; LECTURE RECOGNITION; MORPHOLOGICAL FEATURES; RANDOM FORESTS; RELATIVE REDUCTION; TRIGRAM MODEL;

COMPUTATIONAL LINGUISTICS; DECISION TREES; SPEECH ANALYSIS; SPEECH RECOGNITION;

QUERY LANGUAGES;

EID: 67649515539     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SLT.2008.4777872     Document Type: Conference Paper

References (6)

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2. P. Xu and F. Jelinek, "Random forests in language modeling," in Proceedings of EMNLP'04, 2004, pp. 325-332.
3. Su Y., Jelinek F., and Khudanpur S., "Large-scale random forest language models for speech recognition," in Proceedings of Interspeech-07, 2007.
4. P. Xu, Random Forests and the Data Sparseness Problem in Language Modeling, Ph.D. thesis, John Hopkins University, 2005.
5. J. Navrátil, Q. Jin, W. Andrews, and J.P. Campbell, "Phonetic speaker recognition using maximumlikelihood binary-decision tree models," in Proceedings of ICAASP'03, 2003.
6. O. Glembek et al., "Advances in phonotactic language recognition," in Submitted to Interspeech'08, 2008.