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Style & Topic Language Model Adaptation Using HMM-LDA.
Handling Uncertain Observations in Unsupervised Topic-Mixture Language Model Adaptation
language model latent topic model
2015/3/9
Handling Uncertain Observations in Unsupervised Topic-Mixture Language Model Adaptation.
HANDLING UNCERTAIN OBSERVATIONS IN UNSUPERVISED TOPIC-MIXTURE LANGUAGE MODEL ADAPTATION
language model latent topic model topic tracking confusion network
2014/11/27
We propose an extension to the recent approaches in topic-mixture modeling such as Latent Dirichlet Allocation and Topic Tracking Model for the purpose of unsupervised adaptation in speech recognition...
Style & Topic Language Model Adaptation Using HMM-LDA
Style & Topic Language Model Adaptation HMM-LDA
2014/11/27
Adapting language models across styles and topics, such as for lecture transcription, involves combining generic style models with topic-specific content relevant to the target document. In this work,...
Language Model Adaptation Based on the Classification of a trigram’s Language Style Feature
Language Model Adaptation Based Classification trigram’s Language Style Feature
2013/6/27
In this paper, an adaptati on method of the language style of a language model is proposed based on the differences between spoken and written language. Several interpolation methods based on trigram...
An Online Incremental Language Model Adaptation Method
Online Incremental Language Model Adaptation Method
2013/6/27
In this paper, an online incremental language model adaptation method is proposed, which is different from the traditional offline language model adaptation method. There are some problems in the onli...