The albums table was just an idea. If you don't need it, forget about it. Let's not complicate things too much
What you need to send to page 2 is the key that identifies the song that the user has clicked. I guess that would be the id from the songs table.
So you'd have a link on page 1 like
And in page2.php you'd get the id from the query string ($_GET['id']) and use that in your query after sanitizing its value to get all the song info.
<a href="page2.php?id=1>a beautiful song</a>
If you need to get the images from the songimages table as well, then you'll have to join the songs table and the images table.