A process of fermenting plant material in a fermentation medium into a fermentation product using a fermenting organism, wherein one or more transketolase enzymes/ thiaminepyrophosphate, or mixtures thereof are added to the fermentation medium is described. The fermentation constituents increase ethanol yield and/or promote yeast quality or yeast proliferation.