I have following code in my CSS file, which I think is perfectly valid, however W3C-CSS validator shows error as shown in the picture, any idea on how to fix this issue,
@font-face {
font-family: 'Calibri';
url('calibri.ttf') format('truetype');
}
See below for more information.

You forgot to add src property to font face.