It's never too late for speech therapy. I'm 31 and just starting out. The speech therapist has advised it would be best for me to start seeing a psychologist first for the anxiety then we can start working on the speech therapy, maybe that is something you could look into. By the way your issue is exactly the same as mine, it's the single words that are the worst. Best of luck with it