The police were reportedly called three times to the rave huge house party taking place at the 19-year-old singer's LA home which was attended by 100 partygoers, reported TMZ.
The party, which had rapper Snoop Lion as a guest, became too loud for the neighbors and residents to bear. So they called the cops at 1 am.
The LA County Sheriff's Deputies spoke to someone inside the house and asked them to keep the sound low.
The 'Love Me' singer didn't take notice of the warnings and finally at 5.30 am the police visited for a third time and filed a report against Bieber for disturbing the peace.