%0 Journal Article %A Shannon Steinmetz and Ellen Gethner %D 2022 %J International Journal of Computer and Information Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 192, 2022 %T On Musical Information Geometry with Applications to Sonified Image Analysis %U https://publications.waset.org/pdf/10012863 %V 192 %X In this paper a theoretical foundation is developed to segment, analyze and associate patterns within audio. We explore this on imagery via sonified audio applied to our segmentation framework. The approach involves a geodesic estimator within the statistical manifold, parameterized by musical centricity. We demonstrate viability by processing a database of random imagery to produce statistically significant clusters of similar imagery content. %P 639 - 646