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On the Effect of Data-Augmentation on Local Embedding Properties in the
  Contrastive Learning of Music Audio Representations

On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations

17 January 2024
Matthew C. McCallum
Matthew E. P. Davies
Florian Henkel
Jaehun Kim
Samuel E. Sandberg
ArXivPDFHTML

Papers citing "On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations"

3 / 3 papers shown
Title
Myna: Masking-Based Contrastive Learning of Musical Representations
Myna: Masking-Based Contrastive Learning of Musical Representations
Ori Yonay
Tracy Hammond
Tianbao Yang
AAML
51
0
0
20 Feb 2025
Improving Self-Supervised Learning for Audio Representations by Feature
  Diversity and Decorrelation
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation
Bac Nguyen
Stefan Uhlich
Fabien Cardinaux
SSL
26
3
0
07 Mar 2023
Supervised and Unsupervised Learning of Audio Representations for Music
  Understanding
Supervised and Unsupervised Learning of Audio Representations for Music Understanding
Matthew C. McCallum
Filip Korzeniowski
Sergio Oramas
F. Gouyon
Andreas F. Ehmann
SSL
76
36
0
07 Oct 2022
1