The former world champion and Olympic bronze medallist will form a new partnership in ice dance with three-time Japanese champion Kana Muramoto.
Their new partnership will begin from January 2020, with Marina Zuewa as their coach.
"When I decided to switch from singles and partner with Kana, I wanted to know more about ice dancing and hoped to expand my skating experience. That is my ultimate goal," Takahashi said at a press conference on Monday in Yokohama.
"But as an active skater and athlete, I believe it is important to aim for the 2022 Olympics. Both of us know it will not be easy but we agreed we'll try to make it one of our main goals when we decided to skate together."
"Of course I am aware that we must have a big goal so that we can work hard together," added his new partner Kana Muramoto. "But more than that I hope to contribute to the future of ice dancing by partnering with Daisuke. And if possible I want us to work hard so that we will be able to skate in the Olympics."
Step by step
"From 2020, a new challenge will begin for me, as a couple with Yanaka Muramoto," the 33-year-old said via a Skating Japan press release.
"I will do my best to reach the top.
"First of all, I will perform for the last time in the men's singles at the All Japan Championship, which I will aim to win. I look forward to your continued support in the future."
But why ice dancing?
"I'm 33 years old now and have been skating by myself for than 20 years. So I felt scared when another person skates very close to you," said Takahashi. "But when two people skate together and are in synch, you can experience such speed and lean that you can never achieve alone. So there are things that can be accomplished only when you have a partner."
Extending his career was also part of his motivation:
"I want to skate in front of other people as long as possible."
A new challenge
Muramoto is an ice dance specialist, having won the 2018 Four Continents bronze medal, 2017 Asian Games silver and competed at the PyeongChang 2018 Olympics, alongside former partner Chris Reed.
The ice dancing duo split in August 2018, due to 'differences in their direction', Muramoto said at the time.
"I am very happy to be able to take on a new challenge with Daisuke Takahashi," Muramoto said via a Skating Japan press release.
"Step by step, we will become a powerful team."
On Monday she added: "I've been a big fan of Daisuke for a long time. Especially I like his sense for music and each move. He has a unique way of skating and expressing himself. And I've always loved that. So I've always wanted to dance-skate with Daisuke and experience his world."
"He is my idol in skating."