Catalysis of the reaction:  + CoA + NAD+ =  + CO2 + NADH. This enzyme system catalyzes the oxidative decarboxylation of branched-chain alpha-keto acids derived from L-leucine, L-isoleucine, and L-valine to branched-chain acyl-CoAs.
2-oxoisovalerate dehydrogenase activity