A hard drive making sounds it not a good thing. I'm guessing you have an older spindle type (rotating) SATA drive, not a newer solid state (SSD). If there is data that you need, advise talking to a data recovery specialist. If this hard drive was just being used for a fresh install, or a computer without any valuable data, advise discarding the drive and using a new drive in this computer. Disk encryption put a bit more workload on a hard drive, so any drive that it well worn and not in optimal condition...highly advice you wipe and discard any drive showing any sign of failure. Especially noises.
You don't "fix" failing hard drives, at the most you try to recover any important data on them...and then discard them.
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