You can sometimes capture requirements from existing documents, especially if someone has already studied the problem, but stakeholders must remain the primary source. Especially if you do the writing, you need to make sure that the stakeholders feel that they own the requirements. Expect a period of intense interaction with stakeholders, whether in individual interviews or in group workshops.