The natural substrate for this enzyme may be peptidyl-tRNAs which drop off the ribosome during protein synthesis. an N-acyl-L-alpha-aminoacyl-tRNA + H2O = a tRNA + an N-acyl-L-amino acid + H(+) Belongs to the PTH2 family. Extended N-terminus.