If my spouse is paying for the trip but we dont have joint account, meaning I have my own bank account and he has his own, does it mean I need to provide proof of earnings for my spouse? Like paylips and bank account statements?
Yes, it does. Your spouse needs to show that he can afford the commitment and the source of his funds. See Should I submit bank statements when applying for a UK Visa? What do they say about me?