20 citations · 24 across the 4 of their papers we have counts for
4 papers
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation
Jeong Choi, Seongwon Jang, Hyunsouk Cho +1
The common research goal of self-supervised learning is to extract a general representation which an arbitrary downstream task would benefit from. In this work, we investigate musi…
Similarity Detection Pipeline for Crawling a Topic Related Fake News Corpus
Inna Vogel, Jeong-Eun Choi, Meghana Meghana
Fake news detection is a challenging task aiming to reduce human time and effort to check the truthfulness of news. Automated approaches to combat fake news, however, are limited b…
Zero-shot Learning for Audio-based Music Classification and Tagging
Jeong Choi, Jongpil Lee, Jiyoung Park +1
Audio-based music classification and tagging is typically based on categorical supervised learning with a fixed set of labels. This intrinsically cannot handle unseen labels such a…
Zero-shot Learning and Knowledge Transfer in Music Classification and Tagging
Jeong Choi, Jongpil Lee, Jiyoung Park +1
Music classification and tagging is conducted through categorical supervised learning with a fixed set of labels. In principle, this cannot make predictions on unseen labels. Zero-…