There is preliminary evidence that increased levels of dopamine may improve learning following stroke. This study evaluates whether a pharmacologic agent, levodopa, can help increase the amount of improvement that may be achieved during speech and language therapy for individuals with non-fluent aphasia. The speech-language treatment is done on a computer program that allows individuals with aphasia to practice reading aloud sentences together with an animated “therapist” on the computer.