22 citations · 33 across the 9 of their papers we have counts for
4 papers · 1 filter
Configurable-Bandwidth Time-Frequency Modeling for Efficient Full-Band Speech Enhancement Across Sampling Rates
Ui-Hyeop Shin, Wooseok Kim, Hyung-Min Park
Speech enhancement systems are often developed for a fixed sampling rate, while time-frequency models become more expensive as the number of frequency bins increases. We propose TF…
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…
Deep Filter Estimation from Inter-Frame Correlations for Monaural Speech Dereverberation
Ui-Hyeop Shin, Jun Hyung Kim, Jangyeon Kim +2
Speech dereverberation with a distant microphone is challenging because reverberation is correlated with the target speech, and models trained on simulated data often generalize po…
Asymmetric Encoder-Decoder Based on Time-Frequency Correlation for Speech Separation
Ui-Hyeop Shin, Hyung-Min Park
Speech separation in realistic acoustic environments remains challenging because overlapping speakers, background noise, and reverberation must be resolved simultaneously. Although…