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LANGUAGE MODEL PARAMETER ESTIMATION USING USER TRANSCRIPTIONS
speech recognition, language modeling, adaptation
2014/11/27
In limited data domains, many effective language modeling techniques construct models with parameters to be estimated on an in-domain development set. However, in some domains, no such data exist beyo...
AN APPROXIMATION ALGORITHM FORWORD-REPLACEMENT USING A BI-GRAM LANGUAGE MODEL
word-replacement statistical machine translation NP-hard Hamiltonian Path Problem
2012/12/3
This paper presents an approximation algorithm for wordreplacement under a bi-gram language model. Words replacement is an key step in the decoding part of statistical machine translation. However, th...
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...
A Method to Build a Super Small but Practically Accurate Language Model for Handheld Devices
A Method Build a Super Small Practically Accurate Language Model Handheld Devices
2013/6/27
A Method to Build a Super Small but Practically Accurate Language Model for Handheld Devices.
REDUCING TIME-SYNCHRONOUS BEAM SEARCH EFFORT USING STAGE BASED LOOK-AHEAD AND LANGUAGE MODEL RANK BASED PRUNING
REDUCING TIME-SYNCHRONOUS BEAM SEARCH EFFORT STAGE BASED LOOK-AHEAD LANGUAGE MODEL RANK BASED PRUNING
2013/6/27
In this paper, we present an efficient look-ahead technique based on both the Language Model (LM) Look-Ahead and the Acoustic Model (AM) Look-Ahead, for the time-synchr onous beam search in the large ...
ON ENHANCING KATZ-SMOOTHING BASED BACK-OFF LANGUAGE MODEL
ENHANCING KATZ-SMOOTHING BASED BACK-OFF LANGUAGE MODEL
2013/6/27
Though the statistical language modeling plays an important role in speech recogn ition, there are still many problems that are difficult to be solved such as the sparseness of training data. Generall...
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...