After all those months of storage, the battery is probably fully depleted. You could try to leave it on a charger overnight to see it it re-activates and charges. If it doesn't charge with a known-good charger and cable, then the battery is dead and will need to be replaced.
Replacing a battery in the iPod requires soldering so it's probably better to have it done professionally (if you want to spend the money).