How do you prevent Gemini from just swallowing text after some time? Audio transcript correction is one area where I struggle to see good results from any LLM

How do you prevent Gemini from just swallowing text after some time? Audio transcript correction is one area where I struggle to see good results from any LLM unless I chunk it to no more than one or two pages. Or did you use any tool?