Towards Proper Contrastive Self-Supervised Learning Strategies for Music Audio Representation

Author:

Choi Jeong1,Jang Seongwon2,Cho Hyunsouk3,Chung Sehee2

Affiliation:

1. NAVER Corp.

2. NCSOFT,Knowledge AI Lab.

3. Ajou University

Publisher

IEEE

Reference43 articles.

1. Hypergraph models of playlist dialects;mcfee;ISMIR,0

2. FMA: A dataset for music analysis;defferrard;ISMIR,0

3. Similarity Learning For Cover Song Identification Using Cross-Similarity Matrices of Multi-Level Deep Sequences

4. Multi-Level and Multi-Scale Feature Aggregation Using Pretrained Convolutional Neural Networks for Music Auto-Tagging

5. Learning deep representations by mutual information estimation and maximization;hjelm;ICLRE,0

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. On The Effect Of Data-Augmentation On Local Embedding Properties In The Contrastive Learning Of Music Audio Representations;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

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