Filasteeni:
http://www.eric.ed.gov/ERICDocs/data/ericdocs2sql/content_storage_01/0000019b/80/38/f1/3e.pdf
Levantine Arabic: Introduction to Pronunciation.
http://books.google.com/books?id=dkD5XDY2XzEC&dq=Levantine+arabic&printsec=frontcover&source=in&hl=en&ei=DcwtSpyFEKegtgOi9-25CA&sa=X&oi=book_result&ct=result&resnum=11
Colloquial Arabic (Levantine) By Leslie J. McLoughlin
Shaami:
http://books.google.com/books?id=dRScfbxJ45IC&dq=Levantine+arabic&printsec=frontcover&source=in&hl=en&ei=DcwtSpyFEKegtgOi9-25CA&sa=X&oi=book_result&ct=result&resnum=12
A Dictionary of Syrian Arabic By Karl Stowasser, Moukhtar Ani
Libyan (ليبي ) dialect aka Sulaimitian:
http://books.google.com/books?id=lLfnDg7ybjIC&pg=PA317&lpg=PA317&dq=Libyan+arabic&source=bl&ots=8IFnYw-26E&sig=1cxBbVFClytJuAxP75KulZwdljM&hl=en&ei=qs4tSt_SBKfitAOejuy9CA&sa=X&oi=book_result&ct=result&resnum=9#PPA322,M1
pg. 317-322 in this preview of the book
Darija (Maghribi dialect):
http://www.speakmoroccan.com/
http://friendsofmorocco.org/arabictoc.htm
http://www.eric.ed.gov/ERICDocs/data/ericdocs2sql/content_storage_01/0000019b/80/15/15/6e.pdf
Tunisian:
http://eric.ed.gov/ERICDocs/data/ericdocs2sql/content_storage_01/0000019b/80/32/af/b0.pdf
Iraqi:
http://onlinelearning.lingnet.org/BIA/data/loader.htm#
http://books.google.com/books?hl=en&id=aPu3BfGZFZwC&dq=english+to+arabic+dictionary&printsec=frontcover&source=web&ots=ndjzYRvlE3&sig=pSPbBoM-U_pCpnkdI9qm78YpFOI&ei=UxKTSb22CYK2sQPZ0JCvCw&sa=X&oi=book_result&resnum=3&ct=result
http://eric.ed.gov/ERICDocs/data/ericdocs2sql/content_storage_01/0000019b/80/39/c0/78.pdf