Well Yes... First you have to sample a music only portion as noice. For that you have to try different parts, but NOT with any voice you need to keep. or else you can copy and make a mix of music part at the end of the song by copy and paste method.. at noice reduction page, there is a sliding bar to increase and decrease the reduction level. try it.
However when you remove any part of music, it greatly reduce the quality of voice. If it is too much,it may sounds horrible.
This is mnly for basic requirements and not for professional applications.. You have to try many times with different setting combinations. First attempt may sounds horrible, but don't give it up....!!