Trainor, 21, is impressed with the 20-year-old singer's writing skills and said he is extremely talented, reported BBC.
"I wrote a song with Harry. It was unbelievable. He's a very, very talented songwriter, I was very impressed," Trainor told Nick Grimshaw on the Radio 1 Breakfast show.
The singer, however, said she is not sure if and when the song will be released.
Trainor is nominated in the categories of Record of the Year and Song of the Year for 'All About That Bass' at the upcoming 57th Annual Grammy Awards, which will be held on February 7 at the Staples Center in Los Angeles, California.
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