My device is Mi Note 3 (Jason), I'm encountering same battery drain issue like you.
I keep hearing a tone sound, it happens randomly, sometimes it sounds when I unlock the phone, or right after I send WhatsApp msg and put down my phone ( still screen on).. I'm not sure is it warning tone of...