Former tennis world number one Ashleigh Barty will play in a golf exhibition tournament, organisers said Tuesday, heightening speculation that she could become a golfer after her shock retirement.

The three-time Grand Slam champion stunned the tennis world when she stepped away from the sport in March, with the multi-talented 25-year-old coy about her plans.

But Icons Series organisers revealed that she would be among the sports stars competing in the US event in June.

"We're thrilled to launch the Icons Series in America with a Mount Rushmore of the world's best athletes, all incredible golfers and fierce competitors," Icons Series chief executive Thomas Brookes said in a statement.

US Olympic swimmer Michael Phelps, Manchester City manager Pep Guardiola and boxing legend Oscar De La Hoya are among other famous competitors due to take part at the Liberty National Golf Club in New Jersey.

The 28 competitors will be split into Team USA, led by Fred Couples, and Team Rest of the World.

"I'm excited to be part of the Icons Series and I hope through my participation in the series that we can encourage more women and girls to participate in golf around the world," Barty told the Sydney Morning Herald.

"It's such a unique opportunity to have fun, test yourself and compete against the world's greatest athletes in a sport that we are all so passionate about."