Generative Sound Models

Abstract

An overview of generative sound models is presented. We discuss the benefits they offer in a variety of media contexts including indexing and retrieval, compression, sonification, traditional media and interactive media production. We examine ways in which working with sound models differs from working with sound. Model design is identified as an outstanding research issue, and several strategies for addressing this challenge are presented.