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Author

Ting Liu

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Preprint Aug 2026

MLLM-Assisted Audio VOS: A 3rd Place Report for the MeViS-Audio Track, 8th LSVOS Challenge

A training-free framework for audio-guided video object segmentation, which integrates Multimodal Large Language Models (MLLMs) with SAM-based segmentation models and employs SAM-based models for accurate object mask generation is presented.

Liang-Tao Shi, Jinxia Xie, Xian-Tao Hu et al. · 0 citations

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