To compute the word error rate, we use a speakerindependent speech recognizer (Glass, 2003) with a large-margin discriminative acoustic model (Chang, 2008).
tuning the weighting and interpolation parameters jointly further allows the estimation of the n-gram probabilities to utilize the best matching LM components.