Primary progressive aphasia is a progressive condition without an exact cause. Speech therapy can help slow down the progression of symptoms, but brain atrophy in the cases of primary progressive aphasia will continue.
On the other hand, it's possible to recover from aphasia that's a result of a stroke or brain injury. As your brain heals, speech therapy can help rebuild connections that are responsible for communication and language.