If it's similar to the cough (dry throat) I had from Cymbalta, your doctor is right, nothing will help.
I tried cough medicines (they are not made to counter dry throat), hard candies, constantly sipping water, honey, dry mouth medicines (OTC), and probably tons of things I have forgotten.
I had to stop the medicine. I couldn't sleep or talk. My whole job was talking to people.