Sleeper Compartment High Speed Trains

Hello,
I will be taking the high-speed train from Beijing to Shanghai. ... My question is: I notice that the sleeper compartments have 4 beds. It is just my wife and I, will we be sharing the berth with 2 other people (strangers) or, will the berth be for just us 2?
Thank you
Antonio