The pepper is the key to the encryption, not a hashing algorithm.
Straight from the original artical:
hashed_password = scrypt(password, salt + pepper)
or hashed_password = scrypt(scrypt(password, salt),pepper)
Absolutely zero encryption going on here. Therefore, no ability to "decrypt" the pepper result. The pepper IS NOT a key for encryption. Period.