The present invention describes novel yeast extract, autolysed yeast and protein hydrolysate with an amount of free asparagine not higher than 1 mg/g. This yeast extract, autolysed yeast or protein hydrolysate may be advantageously used in the production of a process flavour with an amount of acrylamide not higher than 800 ppb. This process flavour is particularly suitable to be used in flavouring of food or feed.