According to the report, Belafonte, 39, will face questioning by police over these claims, reported the Daily Express.
Brown, 39, took to Twitter to quash the reports. "Please don't believe what you read it's all lies lies lies as usual, (sic)" she tweeted.
A representative for the couple also denied these claims, saying, "Both Mel and Stephen categorically deny this is true and the police have not contacted Stephen."
Brown's eight-year-old marriage to Belafonte is said to be on the rocks for past few months.
Some viewers suggested that she had visible bruises on her face and scars on her arms when she returned to the show. It was speculated that Belafonte was behind those bruises. Brown, however, defended him.