(CNN) -- Kenneth Bae and Matthew Todd Miller have been allowed to leave North Korea "and are on their way home," the U.S. government announced Saturday, leaving no more Americans detained in the reclusive East Asian nation.
The pair were released after a rare, last-second trip by a top American official -- U.S. Director of National Intelligence James Clapper -- to Pyongyang as an envoy of President Barack Obama, a senior State Department official told CNN.
Clapper delivered a letter from Obama, addressed to North Korean leader Kim Jong Un, describing Clapper as "his personal envoy" to bring the Americans home, a senior administration official told CNN on Saturday.
The letter was "short and to the point," the official said. Clapper did not meet with Kim.
Clapper had no guarantee he would bring the Americans home, a senior State Department official told CNN.
China assisted in the monthslong process of arranging the release, the official said.
Clapper's visit came after North Korea contacted the U.S. government out of the blue and urged the administration to send a Cabinet-level official to North Korea's capital to discuss the detained Americans, according to two sources close to the matter.
Clapper ended up canceling an event in New York on Wednesday as the trip was being arranged, an Obama administration official said. He went to Pyongyang "prepared to listen" on other issues, but that his sole focus was to bring Bae and Miller home, according to the same official.
In fact, an official in Clapper's office said the talks didn't even touch on North Korea's controversial nuclear program. And other U.S. officials said there was no "quid pro quo" for the men's release.
In a statement Saturday, Clapper's office said the U.S. government is facilitating the two men's return home, though it was not immediately clear when they would arrive back in the United States.
Bae and Miller were expected to arrive at the military's McChord Field in Tacoma at 9:00 p.m. Saturday. Bae's family is to meet the plane but will not grant interviews.
Clapper and a U.S. delegation also are on the flight.
Bae's sister Terri Chung told CNN that her family spent Saturday morning shedding happy tears and spreading the good news among relatives and friends.
"The day we’ve been praying for has finally arrived! Early this morning, my family heard news from the US State Department that my brother was on a plane from DPRK (North Korea) with fellow detainee Matthew Todd Miller. They had left North Korean airspace, bound for America.
Words cannot adequately express our relief and gratitude that Kenneth is finally coming home! We have been waiting for and praying for this day for two years. This ordeal has been excruciating for the family, but we are filled with joy right now.
I am thrilled to imagine hugging my brother soon. He will not have to spend another day at a labor camp. He can now recover from this imprisonment and look forward to his wife, kids and rest of his life. Our Thanksgiving celebration this year will be one we will never forget.
We sincerely thank the United States government for all the hard work and dedication to securing my brother’s release, as well as the release of Matthew Todd Miller. We are also grateful to the DPRK government for allowing them to come home. We must also thank the Swedish Embassy in Pyongyang for their tireless efforts to advocate for Kenneth during his prolonged imprisonment.
We are grateful to everyone who has supported my brother’s cause, including reporters and editors who cared enough to see this through. We are thankful for people here in Seattle and across the world who have continued to advocate and pray for Kenneth.
We believe that God is with people who endure hardship, and that He never leaves them. It is with great joy and with thankfulness to God to see Kenneth released. Our family could not have been sustained without the knowledge that Kenneth was in God’s care, when it seemed we were helpless to do anything.
On behalf of the family, we ask for some space from reporters and the public as he tries to adjust to his life back home."
There was no immediate reaction from Miller's family.
Obama expressed appreciation for Clapper's efforts "on what was obviously a challenging mission" and happiness Bae and Miller will soon be home.
"It's a wonderful day for them and their families," the President said.
Another American let go weeks earlier
The Americans' departure from North Korea comes less than a month after North Korea released Jeffrey Fowle, an Ohio man who spent five months in detention. North Korean authorities took Fowle into custody after he left a Bible at a club in the northern part of the country.
Bae had been held since late 2012, and in April 2013 was sentenced to 15 years of hard labor for "hostile acts" against the North Korean government. North Korea claimed that Bae was part of a Christian plot to overthrow the regime.
The Lynwood, Washington, resident operated a China-based company specializing in tours of North Korea, according to family members, who have described him as a devout Christian.
Earlier this year, Bae -- who was transferred to a hospital last year -- told a Swedish diplomat that he was worried about his health.
Miller had been detained since April. According to the state-run Korean Central News Agency, he was convicted in September of committing "acts hostile" to North Korea and sentenced to six years of hard labor. He's been accused of tearing up his tourist visa and seeking asylum upon entry into North Korea.
In September, all three Americans then detained in North Korea -- Bae, Fowle and Miller -- talked with CNN in Pyongyang for about five minutes apiece.
All said they'd signed statements admitting their guilt, did not complain about their living conditions and asked for U.S. help.
The interviews -- which CNN learned about only after being shuttled on a van to a secret location -- were monitored and recorded by North Korean officials.
Talking Saturday, Fowle said that he'd been "upset" when he learned his fellow American detainees weren't going home with him last month.
"Kenneth Bae and Matthew Miller should have been released before I was," Fowle told CNN. "But I'm glad to hear that they're on their way home now."
In a statement, South Korea's Foreign Ministry welcomed the release of the two Americans and urged North Korea to release missionary Kim Jung-wook, who has been detained in the north on spying charges. It also asked North Korea to work with the south on humanitarian issues, such as family reunification.
Ex-diplomat: North Korea may want to thaw U.S. relations
CNN could not independently confirm details of the three Americans' detention or other facts about their cases, in part because of the secrecy that defines much of North Korea's dealings with the world.
That includes the Communist nation's much-maligned quest to develop nuclear weapons, something that has put it at odds with the United States, South Korea and many other countries around the world. North Korea has been subject to stringent international sanctions aimed at curbing its nuclear aspirations.
The State Department official said that Bae and Miller's release is "unrelated" to other U.S. issues involving North Korea.
The United States welcomes the move, but if North Korea wants a better relationship with the world it needs to "show it is serious and prepared to abide by its commitments, particularly concerning denuclearization," the official said. "And they must take significant steps to improve their human rights record."
Gordon Chang, the author of "Nuclear Showdown: North Korea Takes On the World," opines something must have changed in Pyongyang's philosophy to justify releasing three American detainees in less than a month.
"I think right now there is a charm offensive," Chang told CNN.
Bill Richardson, a former U.S. ambassador to the United Nations who tried to win Bae's release during a 2013 visit to North Korea, echoed that view, saying, "They are sending a message to the United States that 'we're ready to talk.'"
He added that no decision this big would have been made without the approval of Kim, who took over as North Korea's absolute leader following the death of his father, Kim Jong Il, in 2011.
"It appears that it is a good move by the North Koreans to restart the North Korean-American relationship, which has been in a really deep freeze," said Richardson.
Former basketball star Dennis Rodman, who has been criticized for his chumminess with North Korea's leader, said in statement Saturday that his trips to the country influenced Bae's release.
CNN's Elise Labott, Jim Acosta, Evan Perez, Ray Sanchez and Michael Martinez contributed to this report.