Have you try with applying that all font to same textView's text one by one.
I think with that you can apply the more more effect to same TextView.
Milos's code is right.
In addition i have puted my own explaination.
You can add your fonts in to the assets foldera and after that you can apply that font to the textView one-by-one.
Not sure but might be useful to you.
My Code:
Typeface font1 = Typeface.createFromAsset(getAssets(), "YOUR_FONT1.ttf");
Typeface font2 = Typeface.createFromAsset(getAssets(), "YOUR_FONT2.ttf");
Typeface font3 = Typeface.createFromAsset(getAssets(), "YOUR_FONT3.ttf");
chips_text.setTypeface(font1);
chips_text.setTypeface(font2);
chips_text.setTypeface(font3);
Feel free to comment and queries.