Author

Jia-Jun He

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Preprint Oct 2026

MERP: A Latent-Bottleneck Framework for Robust Multi-Modal Multi-Label Emotion Recognition

Multimodal multi-label emotion recognition is important for affect-aware systems, but models trained with complete text, visual, and acoustic streams often degrade sharply when some streams are unavailable at deployment. We address this train-test gap by learning a compact representation that preserves emotion-specific...

Chuang-Xin Zhao, Mei-Mei Zhang, Can-Ran Xiao et al. · 0 citations

#natural language process... Preprint Sep 2026

Qwen-Audio-3.0-ASR Technical Report

Qwen-Audio-3.0-ASR is presented, a Mixture-of-Experts (MoE) LLM-based ASR system designed to address production demands through a unified, instruction-following framework and demonstrates state-of-the-art or highly competitive recognition performance across a broad range of evaluation conditions.

Chuan-Meng Bian, Da-Ren Chen, Pei-Xin Chen et al. · 3 citations