A type of fermentation carried out by lactic acid bacteria in which sugar (e.g. lactose, glucose, pentose) are converted either entirely (or almost entirely) to lactic acid (homolactic fermentation) or to a mixture of lactic acid and other products (heterolactic fermentation).