The sound comes when engine is cold, not always., make sure you wait 2 minutes after cold start then shift from P to... D or R.
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2010 Civic 2005 SHITY both Auto trans have it since she was 75Km old, and shity was 100Km but only in the mornings - 2 minute over rev to 2000RPM in morning, and temp rise thats the solution.