I didn't commit a crime, it's just for privacy, so is there any way to recover my btc 
Only the security agency that confiscated Chipmixer funds can answer this question, you have to report to them if you really want to recover your funds, but i am sure you will then be exposing yourself to investigations and losing your privacy that you once used ChipMixer for, maybe you should forget about it if you can.