Many thanks for spending the time to help me. I'm from the Philippines and visa is required after I checked the Canadian Immigration website.
You can apply, however, it is not usual for a visa (TRV) to be granted to the spouse of a Canadian.
In many cases the VO "sees' that there is a high risk of overstay.
Submit as much proof as you can that you will return to the Philippines.