yep... you're real close...
use your lasso tool (with feathering to blend the edges) to selectively heighten the contrast & darken the image without messing with the background where the text is
& agree, maybe a less thicker text...
i had just used what you had there as i didn't want to go
through fonts & retype it... good luck!!