I am experiencing issues with OpenAI's whisper and faster-whisper when processing audio files. Specifically, some of the files fail to fully process and the progress bar freezes, occurring randomly across durations. I suspect this issue may be related to hardware performance, as I am using a mid-range GPU and CPU. I have attempted to fix the issue by breaking the speech recognition into smaller chunks, but the problem persists. Can you suggest any debugging steps or solutions to this issue?
It does not seem to happen when I use CPU mode. Perhaps it's a resource constraint issue.