Police said Justin Bieber, 19, was arrested early on Thursday after racing his sports car on a Miami Beach street.
They said the singer did not co-operate when pulled over and also charged him with resisting arrest without violence and having an expired driving license.
Justin Bieber was granted bail set at $2,500.
The arrest comes a week after his home in Los Angeles was searched by police following allegations he had thrown eggs at his neighbor’s house.
Justin Bieber was accused of causing significant damage to the property. One member of his entourage was arrested for alleged drug possession following the search.
In the latest incident, police said Justin Bieber had been racing a yellow Lamborghini against another sports car in the early hours of Thursday.
The Miami Herald reported that members of the musician’s entourage had apparently used their cars to block traffic on Pine Tree Drive at 26th Street, effectively creating a drag strip.
Miami-Dade Police said Justin Bieber didn’t co-operate with officers at first, questioning why he had been stopped. He also had an invalid Georgia driver’s license, they alleged.
The driver of the second car – a red Ferrari – was also arrested and both cars impounded, they said.
The other driver was later named as an R&B singer known as Khalil. He was also set bail by the court.
“During the investigation Mr. Bieber made statements that he had consumed some alcohol, that he had been smoking marijuana and consumed some prescription medication,” said Miami Beach police chief Raymond Martinez.
“They were starting from a stop position and they were accelerating to a high rate of speed, going almost double the speed limit… in that area.”
The arrest report said the singer “had slow deliberate movements” and a look of “stupor” when the officer told him to step out of the Lamborghini.
The two men were first taken to Miami Beach police station and later transferred to a Miami-Dade County jail before their court appearance.
The street where police say Justin Bieber was racing is a residential area in mid-Miami Beach.
Small apartment buildings are along one side of the street and on the other side are a high school, a youth centre, a golf course and a fire station.
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