After a lot of trials I was able to get the reference of the textView in the below manner and now the font has changed :
int titleId = Resources.getSystem().getIdentifier("action_bar_title", "id", "android");
if(titleId == 0)
titleId = com.actionbarsherlock.R.id.abs__action_bar_title;
mAppName = (TextView) findViewById(titleId);
Typeface face = Typeface.createFromAsset(getAssets(), "fonts/handsean.ttf");
mAppName.setTypeface(face);