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eess.AS2026
Breaking Shortcut Learning for Cross-Trial EEG-Guided Target Speech Extraction via Two-Stage Training
Wonchul Shin, Inyong Choi, Kyogu Lee
Recent end-to-end models for EEG-guided target speech extraction report impressive results, underscoring potential for neuro-steered hearing technologies. However, our analysis rev…
eess.AS2025
DOSE : Drum One-Shot Extraction from Music Mixture
Suntae Hwang, Seonghyeon Kang, Kyungsu Kim +2
Drum one-shot samples are crucial for music production, particularly in sound design and electronic music. This paper introduces Drum One-Shot Extraction, a task in which the goal…
eess.AS2024
Learning Semantic Information from Raw Audio Signal Using Both Contextual and Phonetic Representations
Jaeyeon Kim, Injune Hwang, Kyogu Lee
We propose a framework to learn semantics from raw audio signals using two types of representations, encoding contextual and phonetic information respectively. Specifically, we int…