Hey! This is an awesome tool that I think you will find really helpful! https://bigfuture.collegeboard.org/college-search
It let's you put in all sorts of filters that might apply to you and it makes a list of schools that fit your criteria! I found 9 schools within 300 miles of the area you're in that have SLP programs.(Hunter, East Stroudsburg, Elmira College, Elms, Emerson, Ithica, La Salle, Molley College, & Pace) When you're in Big Future you're going to be searching for a Speech-Language Pathologist(SLP) not Speech Therapy. If you type in Speech it'll pop up as an option to click on.
Also, talk to your academic adviser. Ask them for insight. They will hopefully have some knowledge of where previous students attended Grad School! I wish you the best in your school search!