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Adjective: mouth-watering  'mawth,wo-tu-ring
  1. Appealing to the sense of taste; arousing desire to eat
    "The mouth-watering aroma of roasting garlic filled the kitchen";
    - savory [US], savoury [Brit, Cdn]

See also: appetising [Brit], appetizing