A quick test... importing a track, copying it to a second track, inverting one and playing them back together will get complete cancellation, total silence.
If you could find a track that Audacity can completely remove a vocal from without without removing music then you might be able to use this to extract a vocal only but I suspect there's always some music lost in the vocal removal process.