Instead of splitting the file into parts, I'd suggest converting the whole file into any audio file - mp3, m4a, wma but 48khz (somehow pyTranscriber works better with exactly that sampling rate, crashed less frequently). I've been using v1.4 btw, and had no problems most of the time.