a mate at work had exactly the same with his almera a few weeks ago, only thing cured it for him was a new clutch, but his had the whining noise for a few months before it became a full on grinding noise, he told me what it was but i wasnt listening, i'll ask him what it was next time i see him.
dunno if it makes a difference but his is a 1.6