2 papers
eess.AS2026
DASH: Dual-View Self-Distillation with Multi-Layer Hidden Representations for Robust Speech Recognition
Jaeeun Baik, Ui-Hyeop Shin, Jiwoon Lee +2
Automatic Speech Recognition (ASR) often degrades in real-world noisy environments, making noise robustness essential for deployment. Supervised noise-augmented fine-tuning is a co…
eess.AS2025
Query-Based Asymmetric Modeling with Decoupled Input-Output Rates for Speech Restoration
Ui-Hyeop Shin, Jaehyun Ko, Woocheol Jeong +1
Speech restoration aims to recover clean speech from degraded recordings affected by noise, reverberation, bandwidth reduction, or other distortions, where input and output samplin…