Try a different thread in the bottom keeping top the same after cleaning and changing needle. If this doesn't work try different thread in top the one you want to use in base. If still not working try different thread top and bottom.
a few weeks ago I sorted a friend's singer. I did each step separately as so many things were wrong, plus a needle had been inserted (forced) into the wrong place. Finally after an hour got it going beautifully.