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Using Visualizations for Music Discovery

by Paul Lamere on Oct 22, 2009

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As the world of online music grows, tools for helping people find new and interesting music in these extremely large collections become increasingly important. In this tutorial we look at one such tool...

As the world of online music grows, tools for helping people find new and interesting music in these extremely large collections become increasingly important. In this tutorial we look at one such tool that can be used to help people explore large music collections: information visualization. We survey the state-of-the-art in visualization for music discovery in commercial and research systems. Using numerous examples, we explore different algorithms and techniques that can be used to visualize large and complex music spaces, focusing on the advantages and the disadvantages of the various techniques. We investigate user factors that affect the usefulness of a visualization and we suggest possible areas of exploration for future research.

This is the slide set for the ISMIR 2009 tutorial by Justin Donaldson and Paul Lamere. Note that this presentation originally included a large number of audio and video samples which are not included in this slide deck due to space considerations.

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ismir big data mir music visualization discovery visualisation music visualization presentasi music recommedation visualization design music visual infovis recommendation datavisualization timbre visualisasi music discovery visualization music visualization 09 similarity visualiztion datavizualisation music music discovery visualizations analysis music mining visuallization

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  • loretoparisi loretoparisi Very interesting from The Echo Nest you can find a real application using those concepts of graph theory (Discovr Music app for Mac/iPhone/iPad). The nice thing is that behind this there's the magic wand of Graphviz, an amazing research project and graph visualization library and SDK, http://www.graphviz.org/. For me, Graphviz is a milestone in data visualization and manipolation. 7 months ago Reply
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  • nananaina Marcela Machuca , Interaction Designer at dnx great presentation, very well ordered, I wish some visualizations had a description as some times they are not public. 2 years ago Reply
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Using Visualizations for Music Discovery — Presentation Transcript