In practice, we need to weight them differently, therefore, the combined score for a hypothesis W is: where score ASR (W ) is generated by ASR systems (composed of acoustic and language model scores) and λ is optimized using held out data.
we introduce a weighting factor based on syllable duration (dur(i)).