Place the black-eyed peas in a medium bowl and cover with water. Soak at least 12 hours or overnight.
Cut the tomatoes into a large dice. Finely chop the onion, garlic, ginger, parsley, and cilantro.
Drain the black-eyed peas. Put them in a large pot and add the tomatoes, onion, garlic, ginger, parsley, cilantro, tomato paste, oil, cumin, paprika, cay