Remove tap shoe sounds from a recording

Trying to edit a song for my daughters dance company. I have a recording of “NYC” from the play Annie and it has tap shoe sounds through about a third of the song. I need to remove those sounds, if possible. My expertise is VERY limited. I tried removing the voice audio, but it didn’t help. How can I go about this? Thanks!

Google a plain, karaoke version of the song for sale.

Have to agree with Koz in that trying to remove the tap shoe sound that is embedded onto the vocal or music track would be nigh on impossible. His suggestion of another recording would be my suggestion too.