It is a common phrase used to express that you recall something from the past.
Here's a breakdown:
* Je: I (personal pronoun)
* me: myself (reflexive pronoun)
* souviens: remember (verb "se souvenir" in the present tense)
Let me know if you have any other French phrases you'd like help with!