Bieber was arrested earlier on Thursday after police said he was speeding down a residential street in Miami Beach in a yellow Lamborghini.
Officers say he had an expired license and was initially not co-operative when he was pulled over.
Police say Bieber admitted that he had been drinking, smoking marijuana and taking prescription medication.
Another R&B singer, Khalil, also was arrested on charges of drag racing and driving under the influence.
Police said Khalil was driving a Ferrari.