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[Paper 리뷰] Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning through Sample Reweighting Techniques
Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning through Sample Reweighting TechniquesSelf-Supervised Learning model은 mode collapse, dimension collapse로 인해 expressiveness가 떨어짐Balanced-Wav2VecOver-represented mode의 emergence를 suppress 하는 balanced-infoNCE loss를 도입Wav2Vec 2.0의 highly-skewed codebook distribution을 방지하고 stable convergence를 지원논문 (INTERSPEECH 2024) : Pape..
Paper/Representation
2025. 6. 12. 17:27
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