Bellamy has been offered the chance to join the North Londoners on several occasions.
"I think the first time (they came in for me) was when I was 19 with George Graham, then with Martin Jol in 2007 and again with Harry Redknapp in 2008-09," he told the Evening Standard.
"It's always been close, really close to the point I got called out of my Liverpool medical to say the papers were ready for me to sign for Spurs. But I thought "well, I'm here now". Football's crazy like that but I like White Hart Lane and Spurs' style of football.
"Of all the clubs I didn't go to that I could regret, that'd be the one."