Use this:
SimpleDateFormat format = new SimpleDateFormat("HH:mm");
Date d1 = format.parse(strStartTime);
Date d2 = format.parse(strEndTime);
long diff = d2.getTime() - d1.getTime();
long diffSeconds,diffMinutes,diffHours;
if (diff > 0) {
diffSeconds = diff / 1000 % 60;
diffMinutes = diff / (60 * 1000) % 60;
diffHours = diff / (60 * 60 * 1000);
}
else{
long diffpos = (24*((60 * 60 * 1000))) + diff;
diffSeconds = diffpos / 1000 % 60;
diffMinutes = diffpos / (60 * 1000) % 60;
diffHours = (diffpos / (60 * 60 * 1000));
}
(Also it is important that for example if the startTime it's 23:00 and endTime 1:00 to get a duration of 2:00.)
the "else" part can get it correct