When we clicked the pause button and restart it using the PlayIcon which in the center of the player, it will play back and then go on playing.

I have debugged it ,fortunately, I found that there is a  redudant code in the function called CenterPaly().Delete btnPlay_Checked(this, null),the bug is resolved.