Thank you brother for helping me out. 
After I changed (filled) the gear oil, for next few hours I couldn't find any difference, But I thought may be the oil hasn't been effectively reached all over, so I thought in morning it will be fine.
& that's exactly what happened, it was only low level of gear oil and the problem is solved now.
But your suggestion is very handy and helpful for future reference. 
thanks again.
@daniyalahmad
thanks to Daniyal as well for discussing this issue.