You can easily achieve this with Handler inside your doInBackground method:
new Handler(Looper.getMainLooper()).post(new Runnable() {
@Override
public void run() {
Toast.makeText(getApplicationContext(), "Your text here", Toast.LENGTH_SHORT).show();
//your toast here
}
});