remove characters from the_title_attribute

I am using post titles with two lines separated by a line break (
).
I would like to remove the break from being displayed in the title of the link to the post.
(and from begin converted to “
” in link titles) .

Could someone help? Do I want to modify “the_title_attribute” and is “str_ireplace” the way to do so?