Just use str_replace and escape the quote:
str_replace("\"","",$yourString);
Edit:
Sorry, didnt see that there was text after the 2nd quote. In that case, I'd simply to 2 searches, one for the first quote and one for the 2nd quote, and then do a substr to extra all stuff between the two.