This is an overview paper on an interactive music exploration inter- face for music collections. This interface is meant to help explore the cross-cultural similarities, interactions, and patterns of music excerpts from different regions and understand the similarities by employing computational audio analysis, machine learning, and visualization techniques. In our computational analysis, we used standard audio features that capture timbre information and pro- jected them onto a lower-dimensional space for visualizing the (dis)similarity. There are two collections of non-Eurogenetic music under study. The 2-D and 3-D mappings are visualized through a dashboard application and also rendered in Virtual Reality space where users can interact and explore to get meaningful insights about the structural (dis)similarities of the music collections.
|Original language||English (US)|
|Title of host publication||Proceedings of the 25th International Conference on Intelligent User Interfaces Companion|
|State||Published - Mar 17 2020|
|Event||25th ACM International Conference on Intelligent User Interfaces, IUI 2020 - Cagliari, Italy|
Duration: Mar 17 2020 → Mar 20 2020
|Conference||25th ACM International Conference on Intelligent User Interfaces, IUI 2020|
|Period||3/17/20 → 3/20/20|