How to get caption?

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What do I need to add to this to display caption text that can be set in the admin panel when I add a photo to gallery?

$galleryArray = get_post_gallery_ids(); 

foreach ( $galleryArray as $id ) {

    echo '<img src="' . wp_get_attachment_url( $id ) .'">';

}