The vocals are female, she has that typical sensual soft siren voice you hear in club music.

The beginning is hard to understand what she's singing
then it goes some thing like
"I've been dreaming of a place
Where we could spend our lasting days"

and then more singing you cant understand

and then (I guess this is part of the chorus) it's like
"You're the one that told me
You're the one that told me [to stay????]"