Advertising revenue collapsed for the New York Times during the financial crisis, but subscriber revenue has stayed mostly the same over the last 13 years. Overall it's been stable since 2011. Furthermore it's added digtal subscribers.
What you're describing has happened, but it effected other newspapers, particularly smaller city Newspapers (like Cleveland and Oklahoma City). The Times is doing fine and isn't failing.