UmamiPreDL: Deep learning model for umami taste prediction of peptides using BERT and CNN.

Taste is crucial in driving food choice and preference. Umami is one of the basic tastes defined by characteristic deliciousness and mouthfulness that it imparts to foods. Identification of ingredients to enhance umami taste is of significant value to food industry.