"The people who attacked Diana are the people who tried to attack me so that I could respond to them," Bahati told Kiss FM's Chito Ndhlovu on the Maloko show.
The couple was trolled after Mr Seed, a former member of his record label, EMB, revealed that Bahati got his wife, Nimo Gachuiri, arrested.
Bahati said he has chosen not to respond to allegations made by “small brands”.
The gospel star also said he has been using his own money to help artistes in his EMB records.
Bahati added, "I have the truth. In my position, I have a record label. This means I am not making money out of it. It’s important Kenyans know."
His wife, Diana also addressed the age gap and whether she thought some of the things her husband did were childish?
She replied: "First of all, Bahati has a very interesting character. He is very playful."
Diana continued: "I keep on telling people that I love Bahati for who he was. Hakuanza hii utoto vile tume settle down (He did not start being playful and childish when we settled down). Do you understand? We used to play, we used to have fun, we used to…hizo vitu zote (All those things. For me that is him. I have accepted him with his playfulness."
