Help with template page

Hello there.
Is it possible to have a standard display page instead of redirection.

For example I created a new download post with all details and links in place. And it’s slug is domain.com/downloads/myaudio

Right now it’s forcing me to use custom set Download page where domain.com/downloads/myaudio redirects to that page and then it auto downloads that audio.

Now instead i want to display them like a standard wordpress post. Like image in top, short description and then download button.

Please help us with that.