The only time I hear it is during the "nah nah naahh nah nahh" and background "ooohhhh" parts, otherwise it doesn't sound like him to me at all. It only occured to me last night that it could be him when I didn't see another person credited on the song.
And yes the HTDA song is "Is Your Love Strong Enough?", that's totally Phil Collins singing.