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[Paper 리뷰] SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations
SPEAR: A Unified SSL Framework for Learning Speech and Audio RepresentationsSelf-Supervised Learning은 speech, audio event understanding에 대한 gap이 존재함SPEARContinuous teacher representation에 multi-codebook vector quantization을 적용하여 semantic, acoustic information을 capture추가적으로 asymmetric pre-training loss와 token mixing을 활용해 robustness를 향상논문 (ICML 2026) : Paper Link1. IntroductionSpeech processing을 위..
Paper/Representation
2026. 7. 14. 14:11
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