So far, there's no word on a title for the album.
The 45-year-old superstar is one of the best-selling artists of all-time, but in recent years, she's been defined more by drug problems, marital woes and erratic behavior than by her Grammy-winning voice.
But lately, Houston has appeared to return to her pop princess form. She wowed the crowd when she performed at her mentor Clive Davis' pre-Grammy party in February.
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