Search Results for author: Janne Spijkervet

Found 3 papers, 2 papers with code

Music Classification: Beyond Supervised Learning, Towards Real-world Applications

1 code implementation23 Nov 2021 Minz Won, Janne Spijkervet, Keunwoo Choi

The target audience for this web book is researchers and practitioners who are interested in state-of-the-art music classification research and building real-world applications.

Classification Information Retrieval +4

Contrastive Learning of Musical Representations

1 code implementation17 Mar 2021 Janne Spijkervet, John Ashley Burgoyne

A linear classifier trained on the proposed representations achieves a higher average precision than supervised models on the MagnaTagATune dataset, and performs comparably on the Million Song dataset.

 Ranked #1 on Music Auto-Tagging on Million Song Dataset (ROC-AUC metric)

Contrastive Learning Music Auto-Tagging +2

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