I would say it would all depend on the situation and where you are at. For example: Staying silent at church while everybody else is professing the faith would probably not be appropriate.
On the other hand, meditation and total focus on God in your home while staying silent I think would be ok.

Hope that answers your question and welcome to the forum.

~Victor