I don't know why it should happen with two different drives unless the power supply voltage is down -- but you'd notice other symptoms more serious than this.
Assuming the second drive is the same model as the first:
Could be belt slippage or the puck (probably magnetic) is sticking to the drive hub.
Clean the belt.
The puck issue can be fixed with a layer of adhesive tape.