Noisy secret sharing
Do you have a noise model in mind?
If the noise affects only a small portion of shares, regular shamir secret sharing is robust. You only need k complete shares.
For other scenarios, like having a few bit flips across all shares. You add any error correction code after creating the shares before distributing them. E.g Reed Solomon. so That each party still gets a single share but with extra error correction information.