Catalyzes the NAD(+)-dependent oxidation of acetaldehyde to acetate. acetaldehyde + H2O + NAD(+) = acetate + 2 H(+) + NADH Organosulfur degradation. Induced by growth on hypotaurine. Belongs to the aldehyde dehydrogenase family.