vipJ

to do this quickly to multiple paragraphs, record it to a macro:
qq
vipJ
q

then for subsequent paragraphs, @q

Also try:

%norm vipJ

which should apply vipJ to all lines in the file (at each paragraph joined, it
should then become one line and jump to the next one?)