It could be related to this bug report: https://code.google.com/p/chromium/issues/detail?id=336476. It says that the problem may occur when modifying a style sheet while the font is still loading.
Also, see this question for some possible temporary workarounds: @font-face Text is invisible in Chrome on refresh... but not always?