No baby talk
Don't speak to your child using baby talk.
You can still speak softly and with a caring tone, and your child will mimic that behavior. Also dont give attention to behavior that is not wanted. Reward good behavior/habits with attention and praise. When your child starts to whine it also may mean that he is getting tired and may need some quiet time or a nap.