Have you try specifying your font in variables.scss? I, for example, use Lato:
$font-family-md-base: "Lato";
$font-family-ios-base: "Lato";
$font-family-wp-base: "Lato";
P.S.: A post about how to include google font, if needed: Custom Fonts in Ionic3