Yes. You are an "alien" resident in the U.S.
Therefore, you are subject to the same rules as a U.S. citizen.
Canadian bank accounts would be considered foreign.
It is also possible you may be liable to file other forms. Please read the material at the following link to see if you must file FBAR reports
https://www.irs.gov/businesses/small-businesses-self-employed/report-of-foreign-bank-and-financial-a...
**Disclaimer: Effort has been made to offer correct information; but due to the discussion forum limitations, the poster disclaims any legal responsibility for the accuracy of the poster's response**