In each iteration all the partitions produced by the VAD undergo restricted decoding using the BioKIT toolkit: The search vocabulary is restricted to the vocabulary of the audio recording transcription plus fillers.
we can make use of the transcriptions which originally could not successfully be aligned with the audio.