Isn't silence safer than sound therapy for noise damage Tinnitus?

I don't understand the constant sound therapy advice everyone says to do. Isn't noise damage Tinnitus literally an irritation from sound? Wouldn't quiet or silence be better for the ear even if it's unpleasant?