The girlband have previously released new versions of others' hits including 'Walk This Way', 'Jump', 'I Think We're Alone Now' and 'I'll Stand By You'.
However, Cole believes that they're not worth the bother anymore because they can never improve on the originals.
She told the Daily Star: "There’s not one single cover on our new album. We don’t need to do them any more.
"You get fed up of it, and so do the fans. You can never better the original."
No regrets if just a few
Somehow they're entwined with you
No regrets I'm glad it's through and you
Left my mind
Rainy Sundays, kids TV
Fish and chips in NYC
You said we were meant to be
To be
Those super bossa nova nights
Slow dancing by the sea
So sure the cocktail hour would last
For all eternity
No regrets, no memories
Just forget those heart felt pleas
No regrets, no baby
Not for me
Those super bossa nova nights
Slow dancing by the sea
So sure the cocktail hour would last
For all eternity
No regrets, no memories
Just forget those heart felt pleas
No regrets, no baby
Not for me
Not for me
Not for me
Somehow they're entwined with you
No regrets I'm glad it's through and you
Left my mind
Rainy Sundays, kids TV
Fish and chips in NYC
You said we were meant to be
To be
Those super bossa nova nights
Slow dancing by the sea
So sure the cocktail hour would last
For all eternity
No regrets, no memories
Just forget those heart felt pleas
No regrets, no baby
Not for me
Those super bossa nova nights
Slow dancing by the sea
So sure the cocktail hour would last
For all eternity
No regrets, no memories
Just forget those heart felt pleas
No regrets, no baby
Not for me
Not for me
Not for me