Taylor Swift and Drake are set to collaborate.

The 'Shake It Off' singer and the rapper have been spending a lot of time with each other recently and sources says it's because they're working on music together.

A source told the NY Post newspaper: ''They've been in the studio collaborating.''

And as well as working with Drake, Taylor's supermodel friend Gigi Hadid recently revealed Taylor is currently working on her follow-up album to '1989'.

Speaking previously, Gigi said: ''She's obviously such a great friend, and you know she is starting to go back to work in the studio again.''

Last month, Taylor paid tribute to her fans on the 10th anniversary of her debut album 'Taylor Swift'.

The 'Bad Blood' hitmaker took to social media to celebrate a decade since she unveiled her first self-titled LP, and the singer songwriter credited her fans for encouraging her to ''change and grow''.

Alongside a picture of herself sporting an electric blue hooded jumper, whilst playing the guitar, Taylor - who released the album at the age of 16 - wrote: ''10 years ago today, my first album came out.

''I couldn't be more grateful today, thinking back on how much fun we've had and how you've encouraged me to change and grow.

''It's been such an adventure, guys. Thank you for all of it (sic).''