Кадр: Reuters TV
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LLM 处理采用了协调器-处理器-核心组件三层架构。校对环节会修正同音字、规范标点，长文本超过 5000 字符会自动并发分段处理（每段约 2000 字符）。总结基于校对后的文本生成，支持单人和多说话人两种模式。如果检测到多个说话人，还会自动推断说话人身份，把 spk_0 映射成真实姓名。