Lee told the club website: "It a fantastic challenge for me and I really can't wait. It's a big step having been with Watford since I was 11."
Meanwhile, defender Leon Legge, 24, has signed a new two-year contract at Griffin Park.
Legge had only previously penned an 18-month extension to his deal in December last year.
Source: BBC Sport
Source: BBC Sport