President-elect Trump started working the phones following the no votes from GOP Reps. Ralph Norman and Keith Self.

Trump spoke to both Norman and Self, according to sources familiar with the conversations, and shortly after those conversations occurred the two men changed their votes.

Self confirmed he spoke with Trump when he was meeting with Johnson off the floor as the vote was stalled. Self called it a "lively discussion," when asked if Trump was angry.

Self said his objections were over government spending. He said he changed his vote after the speaker "shored up" the negotiating team for upcoming negotiations on federal budget legislation, which is also expected to include a number of Trump's legislative priorities.

"And so that's all I wanted to do today, was to make this Congress successful."

-ABC News' Jay O'Brien and Katherine Faulders

After nearly 20 minutes of remarks, House Minority Leader Hakeem Jeffries passed the gavel to Johnson.

"I'm grateful for this election, the confidence that this chamber has placed in me," Johnson said. "It is the great honor of my life to serve this body with all of you."

Democrat Hakeem Jeffries, the House minority leader, addressed the chamber just after Johnson's victory.

Jeffries began by urging bipartisanship in the new Congress to address issues top of mind for Americans like high prices on everything from groceries to childcare costs.

But Jeffries said at the same time, Democrats would "push back against far-right extremism whenever necessary."

Democrats frequently cheered during his remarks, though Republicans broke out in applause when he said the American people elected Trump as the 47th president.

"Thank you for that very generous applause," Jeffries said before taking a swipe at some of his GOP colleagues. "It's okay. There are no election deniers on our side of the aisle."

Johnson staved off a failure in the first round of voting to win a second term as speaker.

After nearly two hours, Johnson secured the 218 necessary votes.

At first, he appeared on track to lose with three Republicans voting for someone else.

But after leaving the chamber to huddle with defectors, two lawmakers changed their votes to hand him the gavel.

House Republicans stood and gave Johnson a standing ovation as his win was announced.

Just before voting is set to start, Johnson posted a lengthy statement on X about how he plans to deliver on fiscal responsibility if elected.

The promises appeared to be aimed at assuaging the concerns of Republican hard-liners.

He said as speaker, he would commit to creating a working group of independent experts to work with House committees and the "Department of Government Efficiency" -- an outside government group to be led by Trump allies Elon Musk and Vivek Ramaswamy.

Those experts, he said, will be tasked with reviewing existing audits of federal agencies and issuing a report to his office that he will make public.

Johnson also pledged to request House committees "undertake aggressive authorizations and appropriations reviews, including providing additional resources where needed, to expose irresponsible or illegal practices and hold agencies/individuals accountable that have weaponized government against the American people."

Rep. Victoria Spartz, a key holdout who had said she wanted to see Johnson commit publicly to creating such structures in the House, responded to his statement but still didn't say how she would vote.

"I appreciate [Speaker Johnson's] public commitment to the American people to deliver on President Trump’s agenda and drain the swamp," Spartz wrote on X.