Cleopatra girlband singer Cleo Higgins has also performed at the Blind Auditions.
Kavana, who had hits with 'I Can Make You Feel Good' and 'Mfeo' in the '90s, has tweeted about taking part in the show.
"Few things, I need to get off my chest...you'll see me on TV soon. On The Voice, BBC One. I didn't get through, but i gave it a good go," he wrote.
The singer admitted that he was "gutted" and said that he will "say more once the show airs".
Kavana has appeared in musicals and theatre since he was dropped by his »
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