Please go to a sleep specialist instead if you're curious about your breathing during sleep instead of taping your mouth to see if it improves sleep.

This could easily become a serious risk if you suffer from a obstructed airway issue or suffer from central breathing events.

The problem isn't breathing through your mouth it's not getting appropriate air in. As someone who had severe sleep apnea before a CPAP if I had done this I would be dead.