Sökning: "Victor Tideman"

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  1. 1. Organization of Electronic Dance Music by Dimensionality Reduction

    Master-uppsats, Umeå universitet/Institutionen för datavetenskap

    Författare :Victor Tideman; [2022]
    Nyckelord :Dimensionality Reduction; Digital Signal Processing; Similarity; Music;

    Sammanfattning : This thesis aims to produce a similarity metric for tracks of the genre: Electronic Dance Music, by taking a high-dimensional data representation of each track and then project it to a low-dimensional embedded space (2D and 3D) by applying two Dimensionality Reduction (DR) techniques called t-distributed stochastic neighbor embedding (t-SNE) and Pairwise Controlled Manifold Approximation (PaCMAP). A content-based approach is taken to identify similarity, which is defined as the distances between points in the embedded space. LÄS MER