Long-Hao Li

This work presents a multimodal conversational-context framework for LLM-based ASR that integrates a scenario-controlled data pipeline, scalable multimodal context training, and systematic evaluation and introduces MM-ContextASR Bench, which evaluates contextual understanding and entity error correction across five scenarios.

Open-source audio reasoning just leveled up: Audio-Cogito rivals closed-source models on complex audio tasks.