Brown and two other men were detained on Monday and are still in custody as police investigate the claims.
Sony Music didn't immediately comment on the report of Brown's detention.
The platinum recording artist has been in continuous legal trouble since he was convicted for assaulting his then-girlfriend Rihanna in 2009. He pleaded guilty and completed his probation in 2015 (via HuffPost). A police official says one of one of the other suspects is Brown's bodyguard, while the identity of the third man is now unknown.
In July of previous year, Brown was arrested in West Palm Beach, Florida, on a felony battery warrant, according to multiple news reports.
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"I am not the person who said Chris Brown raped them", she said. The official said one of the others detained is Brown's bodyguard. The singer's attorney said Chris doesn't even know the woman.
Chris Brown and two other people have been arrested on suspicion of rape.
The woman claims to have met Brown at the Mandarin Oriental Hotel last Tuesday at around 10:30pm before heading to a nightclub together.
Best known for hits in the mid-2000s such as "Kiss, Kiss" and "Run It", Brown has released eight studio albums, six of which have gone platinum.
In 2016, Brown was arrested in Los Angeles after a woman said he had pointed a gun at her. Six of his albums have gone platinum. In 2013, Brown was arrested and charged with misdemeanor assault following an altercation outside a hotel in Washington, D.C.