论文信息 - The Map of Mozart

The Map of Mozart

We present a study on using a Mnemonic Self-Organizing Map for clustering a very homogeneous collection of music. In particular, we create a map containing the complete works of Wolfgang Amadeus Mozart. We study and analyze the clustering capabilities of the SOM on this very focused collection. We furthermore present a web-based application for exploring the map and accessing the music it represents.

[1] Elias Pampalk,et al. Using PsychoAcoustic Models and SOMs to create a Hierarchical Structuring of Music Using PsychoAcoustic Models and Self-Organizing Maps to Create a Hierarchical Structuring of Music by Sound Similarity , 2002 .

[2] Teuvo Kohonen,et al. Self-Organizing Maps , 2010 .

[3] Andreas Rauber,et al. PlaySOM and PocketSOMPlayer, Alternative Interfaces to Large Music Collections , 2005, ISMIR.

[4] Elias Pampalk,et al. Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps , 2002, ICANN.

[5] Rudolf Mayer,et al. Mnemonic SOMs : Recognizable Shapes for Self-Organizing Maps , 2005 .