The problem with medication long-term is that it may keep you in a drowsy state and not allow you to be alert and aware. If the medication is stimulating (like coffee), then it can result in too many thoughts so that the silence is not experienced.

Anyway, that's your call. Getting out of depression is the most important thing first. Keep practicing being in the present moment, and staying alert and thought-free as much as possible alongside.