[SRILM User List] Adaptation in SRILM
Andreas Stolcke
stolcke at icsi.berkeley.edu
Sun Jul 3 13:45:34 PDT 2011
Mehdi hoseini wrote:
> hi,
> I have questions in two Model adaptation with SRILM:
>
> 1. referring to "statistical language model adaptation:review and
> perspectives"(Jerome R. Bellegarda 2003), what does *-mix-lm
> *option in *ngram* does?* *is it just *interpolate* adaptation
> language model with background language model and lambda as an
> interpolate coefficient? or it use* MAP adaptation* method to
> merge two language models?
>
-mix-lm (together with the -bayes 0 option) implements the
interpolation (mixing) of multiple LMs at the probability level.
(eqn. 4 in the paper). Without the -bayes option an approximation to
the interpolated LM is generated in the form of a single combined
backoff LM.
> 1. how can i merge two language model in SRILM, using Back-off
> technique (Besling and Meier, 1995)
>
The fill-in adaptation method is not currently implemented.
Andreas
More information about the SRILM-User
mailing list