The correct answer is:
b. the blending of indigenous and Arab cultures through trade over the Indian Ocean.
Swahili developed as a result of the interactions and cultural exchanges between the Bantu-speaking populations of the East African coast and Arab traders who arrived in the region. This blending involved not only language but also trade, culture, and customs, leading to the unique Swahili culture that we recognize today.