conftrace_

Souhwan Jung

3 papers · 2024–2025 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

Interspeech (3)

Top co-authors

Thien-Phuc Doan (2) Kihun Hong (2) Kyo-Won Koo (1) Jisoo Son (1) Ha-Jin Yu (1) Sanghyun Hong (1) Long Nguyen-Vu (1) Hyun-seo Shin (1) Seung-Bin Kim (1) Chan-yeong Lim (1)

Research topics

Deep Learning (2) Speech & Audio (2) Analysis (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Computer Vision (1) Machine Learning (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Processing (1)

Keywords

audio deepfake detection (2) data augmentation (1) deepfake detection (1) supervised contrastive learning (1) variational information bottleneck (1) model generalization (1) one-class classification (1) speech augmentation (1) representation similarity (1) intra-class variance (1) source tracing (1) model robustness (1) bonafide-pair learning (1)

Papers

Enhancing Audio Deepfake Detection by Improving Representation Similarity of Bonafide Speech Interspeech 2025 VIB-based Real Pre-emphasis Audio Deepfake Source Tracing Interspeech 2025 Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection Interspeech 2024