Chennai Languages. The primary language spoken in Chennai is Tamil. To know more, read about the major languages spoken in Madras, India. Chennai is one of the fourth metropolitan cities of India and is also the capital of Tamil Nadu. This has brought many people to the city, from the all the corners of the nation.