In ode to the west wind whose new birth was the speaker wishing to bring about?

The speaker in "Ode to the West Wind" wishes to bring about a new birth for himself through the power and transformation of the west wind. He seeks renewal and regeneration in his own life, hoping to be purified and revitalized like the natural world around him.