Soaking is not required. Just add the almonds to heavy-duty blender along with the rest of the ingredients to make a smooth and creamy rose and almond lassi. If the blender is not high-powered, then grind the almonds to a powder first, add rest of ingredients to it and blend until smooth and frothy.