In a large saucepan, combine the cherries, reserved cherry juice, sugar, cornstarch, lemon juice, vanilla extract, almond extract, and salt.
2 pounds frozen dark sweet cherries, ¾ cup granulated sugar, ½ cup reserved cherry juice, ¼ cup cornstarch, 1 tablespoon freshly squeezed lemon juice, 1 teaspoon vanilla extract, 1 teaspoon almond extract, ½ teaspoon salt