In large bowl, beat sugar and butter with electric mixer on medium speed until light and fluffy, about 2 minutes. Beat in eggs until well mixed. Beat in almond extract and vanilla. On low speed, alternately add flour mixture with sour cream, beating just until blended after each addition. Stir in cherries and chocolate chips. Spread batter in pan.