The speaker wants to leave his current location because he is tired and yearns for a peaceful and idyllic life close to nature. He describes his current location as noisy and filled with hustle and bustle, which contrasts with his desire for peace and tranquility. The speaker longs for the simple joys of living on the Isle of Innisfree, where he can live a life close to nature and enjoy the natural beauty of the surroundings.
