They don't pick an accent but pick up on an accent depending on where you learn English and consume most of the English speaking media.

Wife and her close friend went to school together in an Asian country. Her friend moved to England, wife USA and now Australia.

When they speak with me around there is a noticeably English accent, my Australian accent and my wifes neutral/American accent.