Buhari extolled Tems, born Temilade Openiyi, for showcasing her talent to the world with dedication and hard work.
Davido had sometimes last year first hinted of plans to record an album with Wizkid and also tour with him.
Burna Boy, absent during the award presentation in Dakar, Senegal, also won the award for the album of the year 2022.
The stars were all nominated for the National Association for the Advancement of Colored People (NAACP) awards.
The superstar had left concertgoers frustrated and enraged after failing to show up after they had paid top cedi to see him perform and waited for 12 hours.
The Grammy winner who was billed to headline the concert pulled up a no-show despite the stage performances by a few Ghanaian musicians.
The other artistes listed in the top 10 included Asake, Wizkid, BNXN fka Buju, Davido, Drake, Fireboy DML, Omah Lay, Rema and Kizz Daniel.
Wizkid beat Burna Boy, CKay, Fireboy, and Tems to clinch the prestigious award.
“Davido we love you, OBO we love you”… This one is for OBO” WizKid said as his personal Disc Jockey played Davido’s 2011 hit song, ‘Dami Duro’ during the concert.
The musician told UK’s The Guardian that he wants to see “these old men going out of power this time.”