Consolidating your debt into a lower interest / lower cost situation can make sense. You should think about several things before doing this however. First, what are the upfront costs of the refinance? If you are paying points to lower the interest rate, that just adds to your debt. A home equity line of credit might make more sense. Less upfront costs and you can track your payments separately from your base mortgage.
The other issue is to look at what got you into the debt in the first place. Overspending will continue and you will be right back with consumer debt unless you identify those habits which are causing the problems. What are the underlying motivators both internally and externally which are causing you to be in this position?
Be sure to have all of that well defined before moving forward with the refinancing.