Fans can apply for tickets over the phone but other BBC radio networks will also be giving them away on air. Recipients will be chosen randomly.
Radio 2 head of music Jeff Smith said: "You'd be a fool to miss the concert", which is taking place on 1 April. The BBC said the show will "ensure a wealth of exclusive content" for fans. - more on this story