AnalysisAI ModelsAugust 14, 2026

Optimal transport-based semantic alignment for LLM-based speech recognition

arXiv paper 2607.09001 proposes an optimal transport-based semantic alignment approach for LLM-based audio-visual speech recognition (LLM-AVSR), aimed at improving robustness in adverse acoustic environments by better fusing complementary audio and visual information.

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Optimal transport-based semantic alignment for LLM-based speech recognition — AIBriefs