The incident happened just before midnight Tuesday inside the park on 75th Street near Central Park West.
Investigators say a mugger approached a man, pulled out a knife and took off with the iPod.
The 53-year-old victim was not hurt.
No arrests have been made.
It is the second reported mugging in the park in the past four days.