Language model adaptation using latent dirichlet allocation and an efficient topic inference algorithm

International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007

Volumn 2, Issue , 2007, Pages 1145-1148

  Heidel, Aaron ^a   Chang, Hung An ^b   Lee, Lin Shan ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Language model; Speech recognition; Topic modeling; Unsupervised adaptation

Indexed keywords

COMPUTATIONAL LINGUISTICS; INFERENCE ENGINES; ITERATIVE METHODS; MODELING LANGUAGES; SEMANTICS; STATISTICS;

ALLOCATION MODEL; INFERENCE ALGORITHM; ITERATIVE ALGORITHM; LANGUAGE MODEL; LANGUAGE MODEL ADAPTATION; LATENT DIRICHLET ALLOCATION; PROBABILISTIC LATENT SEMANTIC ANALYSIS; TOPIC MODELING; TRAINING CORPUS; UNSUPERVISED ADAPTATION;

SPEECH RECOGNITION;

EID: 56149087419     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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8. Andreas Stolcke, "SRILM - An Extensible Language Modeling Toolkit," in Proceedings of ICSLP, 2002, pp. 901-904.