What is your citizenship?
Normally, trainee on J1 is not exempt from taxes. You may be exempt from SS tax and Medicare tax but you must pay federal and state income taxes.
Exact answer can be given only after knowing your citizenship and if you are a trainee or a research scholar? Check your visa. Read:
http://taxipay.blogspot.com/2008/08/us-visas.html