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Comparing multiple whisper library outputs in python

So I had the brilliant idea of iterating a whisper model multiple times and comparing the results for best accuracy. For testing purposes I went with the base model, since it’s faster and may show better results since its WER is higher. Now the problem is, I have no clue how to compare those results (I want to compare the timestamps as well as the probability, and either output the mode or the one with the highest probability, whichever would give the better result).