CUDA out of memory for large files

I'm curious if there's a way to turn it into a streaming/batch process, rather than loading the entire audio file in. For example, I tried to transcribe a 135MB file (2.5hr conversation) and it failed with "CUDA out of memory. Please try a shorter audio or reduce GPU load." (this is on a 12 GB GPU).