This is because any additional repayments you make go directly towards paying off your principal; rather than your principal and interest owing. As your principal amount goes down, so does the interest you're charged.
The key is to specify to your lender that you want your extra payments to be applied to your principal. If you don't make this clear, you may find the extra payment going toward the interest you owe rather than the principal.