  Nollywood, based on the idea of Bollywood from India, is a series of
outstanding movies that originate from Nigeria. Unfortunately, while the movies
are in English, they are hard to understand for many native speakers due to the
dialect of English that is spoken. In this article, we accomplish two goals:
(1) create a phonetic sub-title model that is able to translate Nigerian
English speech to American English and (2) use the most advanced toxicity
detectors to discover how toxic the speech is. Our aim is to highlight the text
in these videos which is often times ignored for lack of dialectal
understanding due the fact that many people in Nigeria speak a native language
like Hausa at home.
