Class-dependent Interpolation for Estimating Language Models from Multiple Text Sources (2003)
by
Ivan Bulyko
,
Ivan Bulyko
,
Mari Ostendorf
,
Mari Ostendorf
,
Andreas Stolcke
,
Andreas Stolcke
| Citations: | 1 - 0 self |
BibTeX
@TECHREPORT{Bulyko03class-dependentinterpolation,
author = {Ivan Bulyko and Ivan Bulyko and Mari Ostendorf and Mari Ostendorf and Andreas Stolcke and Andreas Stolcke},
title = {Class-dependent Interpolation for Estimating Language Models from Multiple Text Sources},
institution = {},
year = {2003}
}
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Abstract
Sources of training data suitable for language modeling of conversational speech are limited. In this paper, we show how training data can be supplemented with text from the web filtered to match the style and/or topic of the target recognition task, but also that it is possible to get bigger performance gains from the data by using class-dependent interpolation of N-grams.
