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Tae-Hyun Oh

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Preprint Oct 2026

Physics-Aware Deepfake Detection via Distance-Speech Consistency

Recent progress in generative models has made talking-head deepfakes highly realistic and easy to create, jeopardizing public trust. However, most audio-visual deepfake detectors rely on lip-speech synchronization and are designed for static, frontal videos, limiting their reliability in dynamic, in-the-wild recordings...

K. Kim, Sung-Bin Kim, Hyun-Bin Oh et al. · 0 citations

Spatio-Temporal Audio Language Modeling for Dynamic Sound Sources

ST-AudioQA, a spatio-temporal audio QA dataset and benchmark built from first-order ambisonic (FOA) renderings of static and moving sound sources, and ST-Audio Encoder, which jointly learns event semantics and time-resolved source trajectories, and ST-AudioLM, which exposes these audio tokens to an LLM for spatio-tempo...

Hyun-Bin Oh, Kazuki Shimada, Yuhta Takida et al. · 3 citations

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