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Seorim Hwang

2 accepted papers

2025

Causal Speech Enhancement Based on a Two-Branch Nested U-Net Architecture Using Self-Supervised Speech Embeddings

ICASSP 2025accepted

This paper presents a causal speech enhancement (SE) model based on a complex two-branch nested U-Net architecture (CNUNet-TB) combined with a two-stage (TS) training method that leverages speech embeddings from a large self-supervised speech representation learning (SRL) model. The proposed archite…

Cited by 0SourceScholar
2024

Multi-Label Abnormality Classification from 12-Lead ECG Using A 2D Residual U-Net

ICASSP 2024accepted

This paper proposes a two-dimensional (2D) deep neural network (DNN) model for the electrocardiogram (ECG) abnormality classification, which effectively utilizes the inter and intra-lead information comprised in the 12-lead ECG. The proposed model is designed using a stack of residual U-shaped (ResU…

Cited by 0SourceScholar