It happens in the Fellowship of the Ring. If you are really pressed for time the horse says it approximately 22 seconds in.
Even though this video is more than two years old, a lot of people on social media have just noticed and shared it in the last 48 hours; it's received a lot of shares by @SimonNRicketts on Twitter.