"SlideFlickr will help you create and embed Flickr slideshows in less than 10 seconds" for putting slide shows in your own site.

Generate from flickr users, sets, groups, tags. Attach audio via mp3 url is a featured that goes beyond what flickr offers in its own slide show. (Description needs update)