Use DateTime.ParseExact:
DateTime dtStart = DateTime.ParseExact("12:00 AM", "hh:mm tt", CultureInfo.InvariantCulture);
DateTime dtEnd = DateTime.ParseExact("10:00 PM", "hh:mm tt", CultureInfo.InvariantCulture);
Replace the constant times with your drop down values, and you can compare the two DateTime values directly.