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Author

Jian-Jun Zhao

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Preprint Oct 2026

Prime-EVC: One-Step Expressive Emotional Voice Conversion via Emotion-Primed Flow Matching

Recent diffusion- and conditional flow matching (CFM)-based emotional voice conversion (EVC) systems achieve strong conversion quality. However, they typically rely on multiple sampling steps, because the conditioning specifies which emotion to impose while its acoustic realization is left to the sampler. In this paper...

Yu Pan, Xiao-Juan Cai, Liang Zhang et al. · 0 citations
Conference Jul 2026

Improving Robustness of Semantic Segmentation for Autonomous Driving: A Case Study

Deep neural networks (DNNs) have achieved remarkable success in recent years and are increasingly integrated into safety-critical systems such as autonomous driving vehicles. However, when deployed in real-world environments, their robustness to common input corruptions remains a major challenge for safety assurance. C...

Minggu Wang, Zhi-Yong Zhou, Fuyuan Zhang et al. · 0 citations
Preprint Aug 2026

NARU: A Benchmark for NARrative Evolution and Cultural Nuance Understanding in Japanese Extreme Long Video

NARU, a benchmark designed to evaluate Narrative evolution and Reasoning on cultural Understanding in Japanese long-form video, is introduced, a hierarchical memory-based annotation pipeline that transforms raw video into structured event, narrative, and cultural annotations, then generates questions via task-oriented...

Yu-Heng Huang, Jian-Lang Chen, Jia-Yang Song et al. · 0 citations

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