No, that's not right at all. I'd make sure it's been properly cleaned and there's no blockages, but I'd be concerned of an electrical fault.
My vacuum got dropped down the stairs recently, and when used after, it did the exact same thing as you're describing, but I could also see smoke coming from it. Immediately, I threw it in the garden and purchased a new one.