GO:0052814:   medium-chain-aldehyde dehydrogenase activity
Catalysis of the reaction: a medium-chain aldehyde + NAD+ = a medium-chain carboxylate + NADH + H+. Medium-chain aldehydes have a chain length of between 8 and 12 carbons.