Can someone tell me who chooses the songs which they dance to please

Is it the competitors who choose the music, the trainers or the producers who chooses

I believe Jayne and Chris source the music beforehand, that's what they said anyway! They've got such good taste in music, very ecclectic. And well, giving Aggie "I Feel Pretty."...